{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 载入图像\n",
    "def load_image(image_path):\n",
    "    image = cv2.imread(image_path, cv2.IMREAD_GRAYSCALE)\n",
    "    if image is None:\n",
    "        raise ValueError(\"Image not found or unable to be loaded.\")\n",
    "    return image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 将图像分割为2x2的块\n",
    "def split_image_into_blocks(image):\n",
    "    height, width = image.shape\n",
    "    block_size = height // 2, width // 2\n",
    "    blocks = [\n",
    "        image[:block_size[0], :block_size[1]],\n",
    "        image[:block_size[0], block_size[1]:],\n",
    "        image[block_size[0]:, :block_size[1]],\n",
    "        image[block_size[0]:, block_size[1]:]\n",
    "    ]\n",
    "    return blocks"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 计算梯度方向直方图\n",
    "def compute_histogram(block, bins):\n",
    "    sobelx = cv2.Sobel(block, cv2.CV_64F, 1, 0, ksize=3)\n",
    "    sobely = cv2.Sobel(block, cv2.CV_64F, 0, 1, ksize=3)\n",
    "    gradient_magnitude = np.sqrt(sobelx**2 + sobely**2)\n",
    "    gradient_angle = np.arctan2(sobely, sobelx) * (180 / np.pi)\n",
    "    histogram, _ = np.histogram(gradient_angle, bins=bins, range=(0, 180), weights=gradient_magnitude)\n",
    "    return histogram"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 显示原图和直方图\n",
    "def display_image_and_histograms(image, histograms, bins):\n",
    "    plt.figure(figsize=(10, 10))\n",
    "    plt.subplot(2, 2, 1)\n",
    "    plt.imshow(image, cmap='gray')\n",
    "    plt.title('Original Image')\n",
    "    plt.axis('off')\n",
    "\n",
    "    for i, histogram in enumerate(histograms):\n",
    "        plt.subplot(2, 2, i + 2)\n",
    "        plt.bar(range(bins), histogram, width=1.0)\n",
    "        plt.title(f'Block {i+1} Histogram')\n",
    "        plt.xlabel('Angle Bins')\n",
    "        plt.ylabel('Gradient Magnitude')\n",
    "\n",
    "    plt.tight_layout()\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "ename": "ValueError",
     "evalue": "num must be an integer with 1 <= num <= 4, not 5",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mValueError\u001b[0m                                Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[7], line 10\u001b[0m\n\u001b[0;32m      8\u001b[0m \u001b[38;5;66;03m# 设置直方图的bins数量并运行程序\u001b[39;00m\n\u001b[0;32m      9\u001b[0m bins \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m36\u001b[39m\n\u001b[1;32m---> 10\u001b[0m \u001b[43mmain\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m./2.jpg\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbins\u001b[49m\u001b[43m)\u001b[49m\n",
      "Cell \u001b[1;32mIn[7], line 6\u001b[0m, in \u001b[0;36mmain\u001b[1;34m(image_path, bins)\u001b[0m\n\u001b[0;32m      4\u001b[0m blocks \u001b[38;5;241m=\u001b[39m split_image_into_blocks(image)\n\u001b[0;32m      5\u001b[0m histograms \u001b[38;5;241m=\u001b[39m [compute_histogram(block, bins) \u001b[38;5;28;01mfor\u001b[39;00m block \u001b[38;5;129;01min\u001b[39;00m blocks]\n\u001b[1;32m----> 6\u001b[0m \u001b[43mdisplay_image_and_histograms\u001b[49m\u001b[43m(\u001b[49m\u001b[43mimage\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mhistograms\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbins\u001b[49m\u001b[43m)\u001b[49m\n",
      "Cell \u001b[1;32mIn[6], line 10\u001b[0m, in \u001b[0;36mdisplay_image_and_histograms\u001b[1;34m(image, histograms, bins)\u001b[0m\n\u001b[0;32m      7\u001b[0m plt\u001b[38;5;241m.\u001b[39maxis(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124moff\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[0;32m      9\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m i, histogram \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28menumerate\u001b[39m(histograms):\n\u001b[1;32m---> 10\u001b[0m     \u001b[43mplt\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msubplot\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m2\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m2\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mi\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;241;43m2\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m     11\u001b[0m     plt\u001b[38;5;241m.\u001b[39mbar(\u001b[38;5;28mrange\u001b[39m(bins), histogram, width\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m1.0\u001b[39m)\n\u001b[0;32m     12\u001b[0m     plt\u001b[38;5;241m.\u001b[39mtitle(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mBlock \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mi\u001b[38;5;241m+\u001b[39m\u001b[38;5;241m1\u001b[39m\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m Histogram\u001b[39m\u001b[38;5;124m'\u001b[39m)\n",
      "File \u001b[1;32mc:\\Users\\lenovo\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\matplotlib\\pyplot.py:1323\u001b[0m, in \u001b[0;36msubplot\u001b[1;34m(*args, **kwargs)\u001b[0m\n\u001b[0;32m   1320\u001b[0m fig \u001b[38;5;241m=\u001b[39m gcf()\n\u001b[0;32m   1322\u001b[0m \u001b[38;5;66;03m# First, search for an existing subplot with a matching spec.\u001b[39;00m\n\u001b[1;32m-> 1323\u001b[0m key \u001b[38;5;241m=\u001b[39m \u001b[43mSubplotSpec\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_from_subplot_args\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfig\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43margs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   1325\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m ax \u001b[38;5;129;01min\u001b[39;00m fig\u001b[38;5;241m.\u001b[39maxes:\n\u001b[0;32m   1326\u001b[0m     \u001b[38;5;66;03m# if we found an Axes at the position sort out if we can re-use it\u001b[39;00m\n\u001b[0;32m   1327\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m ax\u001b[38;5;241m.\u001b[39mget_subplotspec() \u001b[38;5;241m==\u001b[39m key:\n\u001b[0;32m   1328\u001b[0m         \u001b[38;5;66;03m# if the user passed no kwargs, re-use\u001b[39;00m\n",
      "File \u001b[1;32mc:\\Users\\lenovo\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\matplotlib\\gridspec.py:600\u001b[0m, in \u001b[0;36mSubplotSpec._from_subplot_args\u001b[1;34m(figure, args)\u001b[0m\n\u001b[0;32m    598\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m    599\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(num, Integral) \u001b[38;5;129;01mor\u001b[39;00m num \u001b[38;5;241m<\u001b[39m \u001b[38;5;241m1\u001b[39m \u001b[38;5;129;01mor\u001b[39;00m num \u001b[38;5;241m>\u001b[39m rows\u001b[38;5;241m*\u001b[39mcols:\n\u001b[1;32m--> 600\u001b[0m         \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[0;32m    601\u001b[0m             \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnum must be an integer with 1 <= num <= \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mrows\u001b[38;5;241m*\u001b[39mcols\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m, \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m    602\u001b[0m             \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnot \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mnum\u001b[38;5;132;01m!r}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m    603\u001b[0m         )\n\u001b[0;32m    604\u001b[0m     i \u001b[38;5;241m=\u001b[39m j \u001b[38;5;241m=\u001b[39m num\n\u001b[0;32m    605\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m gs[i\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m:j]\n",
      "\u001b[1;31mValueError\u001b[0m: num must be an integer with 1 <= num <= 4, not 5"
     ]
    },
    {
     "data": {
      "image/png": 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BYDAYDAaDYReFCTaDwWAwGAwGg8Fg2EVhgs1gMBgMBoPBYDAYdlGYYDMYDAaDwWAwGAyGXRQm2AwGg8FgMBgMBoNhF4UJNoPBYDAYDAaDwWDYRRF5rhtgMBgMBoPBYDC0w8pzfvy0x6z/h2MWoCUGw3MHc9gMBoPBYDAYDAaDYReFCTaDwWAwGAwGg8Fg2EVhgs1gMBgMBoPBYDAYdlGYYDMYDAaDwWAwGAyGXRQm2AwGg8FgMBgMBoNhF4UJNoPBYDAYDAaDwWDYRWGCzWAwGAwGg8FgMBh2UZhgMxgMBoPBYDAYDIZdFCbYDAaDwWAwGAwGg2EXhQk2g8FgMBgMBoPBYNhFYYLNYDAYDAaDwWAwGHZRmGAzGAwGg8FgMBgMhl0UJtgMBoPBYDAYDAaDYReFCTaDwWAwGAwGg8Fg2EVhgs1gMBgMBoPBYDAYdlGYYDMYDAaDwWAwGAyGXRQm2AwGg8FgMBgMBoNhF4UJNoPBYDAYDAaDwWDYRWGCzWDYhXDhhRciFAo9o89effXVCIVCWL9+/bPbKMH69esRCoVw9dVX/8WuYTAYDAaDwWCYgwk2g+FZwO9//3u85S1vwdKlSxGNRjE8PIyTTjoJv//975/rpj0n+NWvfoVQKITvfe97z3VTDAaDwWAwGBY1TLAZDH8mfvCDH+DFL34xfv7zn+Ptb387/umf/gmnnnoqfvnLX+LFL34xrr/++p0+18c+9jHUarVn1I63vvWtqNVq2G233Z7R5w0Gg8FgMBgMux4iz3UDDIbFjD/84Q9461vfitWrV+M3v/kN+vv73XtnnnkmXvayl+Gtb30r7r33XqxevXre81QqFSSTSUQiEUQiz+yx7OjoQEdHxzP6rMFgMBgMBoNh14Q5bAbDn4HPfvazqFar+OpXvxoQawDQ19eHr3zlK6hUKrj00kvd68xTe+CBB/DmN78Z3d3dOOSQQwLvKWq1Gt7//vejr68P6XQar3nNa7Bx40aEQiFceOGF7rh2OWwrV67Esccei1tuuQUHHHAAYrEYVq9ejW9+85uBa0xMTOBDH/oQ9tlnH6RSKWQyGbzqVa/CPffc8yz11Ny9PfLII3jLW96CbDaL/v5+nH/++Wi1Wnjqqadw3HHHIZPJYGhoCJdddlng89PT07jggguw3377IZvNIplM4mUvexl++ctfbnet8fFxvPWtb0Umk0Eul8PJJ5+Me+65p23+3UMPPYTXve516OnpQSwWw/77748bb7zxWbtvg8FgMBgMhj8HJtgMhj8DP/zhD7Fy5Uq87GUva/v+y1/+cqxcuRI//vGPt3vv9a9/ParVKj7zmc/gXe9617zXOOWUU3DFFVfg6KOPxiWXXIJ4PI5jjjlmp9v42GOP4XWvex3+5m/+Bpdddhm6u7txyimnBPLrHn/8cdxwww049thjcfnll+Pss8/Gfffdh0MPPRSbNm3a6WvtDN74xjei2WziH/7hH3DggQfiU5/6FD7/+c/jb/7mb7B06VJccskl2H333fGhD30Iv/nNb9znisUi/vmf/xmHHXYYLrnkElx44YXYunUrjjrqKNx9993uuGaziVe/+tX49re/jZNPPhmf/vSnsXnzZpx88snbteX3v/89/uqv/goPPvggzjnnHFx22WVIJpM4/vjj/6RQVoPBYDAYDIa/FCwk0mB4higUCti0aROOO+64HR6377774sYbb0SpVEI6nXavv+AFL8B11123w8/+7ne/w3e+8x2cddZZ+NznPgcAOO200/D2t799p92vhx9+GL/5zW+cqHzDG96A5cuX4xvf+Ab+8R//EQCwzz774JFHHkE4PLeG89a3vhV77rknvv71r+P888/fqWvtDA444AB85StfAQC8+93vxsqVK/HBD34QF198MT7ykY8AAN70pjdheHgY//Iv/4KXv/zlAIDu7m6sX78eXV1d7lzvete7sOeee+KKK67A17/+dQDADTfcgNtuuw2f//znceaZZwIA/u7v/g5/8zd/s11bzjzzTKxYsQJ33HEHotEogG39e8ghh+AjH/kITjjhhGftvg0Gg8FgMBieCcxhMxieIUqlEgAERFg78P1isRh4/b3vfe/TXuOnP/0pgG0iQnHGGWfsdDv32muvgAPY39+PPfbYA48//rh7LRqNOrE2OzuL8fFxpFIp7LHHHvjd736309faGbzzne90v3d0dGD//fdHq9XCqaee6l7P5XLbtbGjo8OJtWaziYmJCTQaDey///6BNv70pz9FZ2dnwLUMh8N43/veF2jHxMQEfvGLX+ANb3gDSqUSxsbGMDY2hvHxcRx11FF49NFHsXHjxmf13g0Gg8FgMBj+VJjDZjA8Q1CIUbjNh/mE3apVq572Gk8++STC4fB2x+6+++473c4VK1Zs91p3dzcmJyfd381mE1/4whfwT//0T3jiiScwOzvr3uvt7d3paz2T9mSzWcRiMfT19W33+vj4eOC1a665BpdddhkeeughzMzMuNe1f5588kksWbIEiUQi8Fm/zx577DG0Wi2cf/758zqIo6OjWLp06c7fnMFgMBgMBsOzDBNsBsMzRDabxZIlS3Dvvffu8Lh7770XS5cuRSaTCbwej8f/ks1zmK9yZKvVcr9/5jOfwfnnn493vOMd+OQnP4menh6Ew2GcddZZaDabf/H27Ewbr732Wpxyyik4/vjjcfbZZ2NgYAAdHR24+OKL8Yc//OFPbgfv60Mf+hCOOuqotsf8KcLYYDAYDAaD4S8BE2wGw5+BY489Fl/72tdwyy23uEqPiv/+7//G+vXr8Z73vOcZnX+33XZDs9nEE088gbVr17rXH3vssWfc5nb43ve+h8MPP9zlgRH5fH475+u5wve+9z2sXr0aP/jBDwKVND/+8Y8Hjtttt93wy1/+EtVqNeCy+X3GbRY6OztxxBFH/AVbbjAYDAaDwfDMYTlsBsOfgbPPPhvxeBzvec97tgvfm5iYwHvf+14kEgmcffbZz+j8dH7+6Z/+KfD6FVdc8cwaPA86OjoCbhYAfPe7392lcrjowmk7b7/9dtx2222B44466ijMzMzga1/7mnut2Wziy1/+cuC4gYEBHHbYYfjKV76CzZs3b3e9rVu3PpvNNxgMBoPBYHhGMIfNYPgzsHbtWlxzzTU46aSTsM8+++DUU0/FqlWrsH79enz961/H2NgYvv3tb2PNmjXP6Pz77bcfXvva1+Lzn/88xsfH8Vd/9Vf49a9/jUceeQQAttuz7Zni2GOPxSc+8Qm8/e1vx0tf+lLcd999+Na3vrXDzb4XGsceeyx+8IMf4IQTTsAxxxyDJ554AldddRX22msvlMtld9zxxx+PAw44AB/84Afx2GOPYc8998SNN96IiYkJAME++/KXv4xDDjkE++yzD971rndh9erVGBkZwW233YYNGzY8q/vQGQwGg8FgMDwTmGAzGP5MvP71r8eee+6Jiy++2Im03t5eHH744Tj33HOx9957/1nn/+Y3v4mhoSF8+9vfxvXXX48jjjgC//7v/4499tgDsVjsWbmHc889F5VKBddddx3+/d//HS9+8Yvx4x//GOecc86zcv5nA6eccgq2bNmCr3zlK/iv//ov7LXXXrj22mvx3e9+F7/61a/ccR0dHfjxj3+MM888E9dccw3C4TBOOOEEfPzjH8fBBx8c6LO99toLd955Jy666CJcffXVGB8fx8DAAF70ohfhggsueA7u0mAwGAwGgyGIUMuPgzIYDLs87r77brzoRS/Ctddei5NOOum5bs6iwA033IATTjgBt9xyCw4++ODnujkGwy6DYrGIbDaLQqGwXXEkg+G5xspzfvy0x6z/h2MWoCUGw7OPnf3+tRw2g2EXR61W2+61z3/+8wiHw25TaUMQfp/Nzs7iiiuuQCaTwYtf/OLnqFUGg8FgMBgMfzosJNJg2MVx6aWX4re//S0OP/xwRCIR/OQnP8FPfvITvPvd78by5cuf6+btkjjjjDNQq9Vw0EEHYWpqCj/4wQ9w66234jOf+cyCbadgMBgMBoPB8GzABJvBsIvjpS99KW6++WZ88pOfRLlcxooVK3DhhRfivPPOe66btsvir//6r3HZZZfhRz/6Eer1OnbffXdcccUVOP3005/rphkMBoPBYDD8SbAcNoPBYDAY/g/DctgMuzIsh83w/zIsh81gMBgMBoPBYDAYFjlMsBkMBoPBYDAYDAbDLgoTbAaDwWAwGAwGg8Gwi8KKjiwwfv3rXyMUCgEAQqEQQqEQwuEwwuGwe70deCzRbDbRarXcv2aziWazGXhf/9bPtDs30a4d/Jy2wT+P/xm/vfo728zXeP5ms+k+N19fsL9CoZBrQzgcRkdHR6BftQ0dHR1t26z9x3bMzs66vmP/aR/z+vy71Wq58dNrtrsPPc+O+o7t0b7Wdur9tXvNP48e227c9DXei/YZz6n32dnZiY6ODve3zsdQKOT+np2dRavVQqPRCMxT7T//Hvh7OBwOzIlms+n6nufV+5xvjvJ1vRe+x/H2x0jnFj/rPz/z9XWr1UIkEkFnZycikYjrT322Go0GZmdn2443f+d85HHsZ+1TnaPaJ+3aOB/0+tpHT/eZp7uWzod23xt8doBtm51rf4XDYXR2dgbGu1arYXp6OtAfhD6L7Gs9V0dHByKRbf/dvepVr3ra+zMYDAaDYVeCCbYFBgkKSYgvvEhu9DWf9Pgkm/DJZDuiNB+pIpQMKVHVcz4dUVb44oWklYIAgCNS7BsAARKtokDbrPdGsqr3owLJJ4p+G32oOPP7nddS4dHuntv1j98PvujWY3TMKEjbCTTte543FAo5wurPAxLbZrOJRqOxHfFXgeX3n9/H/n2TYM+HdmK2HZlX8TE7O+uIdzsxTXFDQcfx25FAV1EZiUS26ytdSOFc9fuq3fOoc6LZbKJerweuq/el4tXvh/nmv79YoXOXz5EKVO0/Pcd8/c5jngn874FIJBK4F79dHANti847nasco2g06p6Fds8K57S2aXZ2FjMzM5ient7h3DQYDAaDYVeFCbYFRqlUArA90faFGjC/yGr3mk+G9G9fdPmfaUeefaeN5HU+J8lvt7oHvijhT5LXdoJiPjKp999O2LDd/v2qGFQiO9/5fJGoJN4XLPMJGP/+tT0dHR3unwqFjo6Oti5OO2dIz++L/3YOq96PCmbtc21XR0eHO288HkdnZydmZmZQr9cxPT29nUgnMdb78UVYZ2fndmNMNBqNgCCZmZnZrt0qtLQ//PH2xa7OX50TKgZ8YUXyr9ej48V//jzQdkQike3mtbZLx9sfc52v2gd+v3Ie6EKQD31m/XHXtmj/qTjUe9PnNRqNoqury/Wff14KXPaTjgHPrT/bLbSwLbOzs2g0Gk50+XN9vvv1f7brV4PBYDAYdnWYYFtgKCFvJ7p2JNj849uJJyVAvkjxnR2F7/Qp6ffbo+f0nQySJ5/s+ffhEzVfGBE+4dVz83N6TLtwKW2v9plPEP1jtU/1dbZBw7nmc2X0Wr6QUuGqfT2fyFWR024Mtb/8e/GPnZmZ2U6s8/V27lStVgvcR6vVcqKObWQYm982n1Bz4+qpqSnU63X3WfanuqUUVKFQyJ2bAkzF7uzsbMBB0XBC9i0Fpb9g4Iuudv3Srl/nc7tUFO/I8fMXT/Snjhvb1NXVFfgs+2e+RQE91n8uIpFIQMhqn87OzqJerzvBrAKL/yjSOjs73f2xTeqw8Vh1RnVM6KjtqJ+1v/Xe9fV2zmG7nzs6v8FgMBgMuypMsC0w2oXP+YRIV+af7lx+WF673Cuf/BPzOVn+azsSXPynIWlK7H0xuaN2+K/P1we+m+K7SSpOiXZ5bn4YnE/4CJ/sUhiS8E9PT7fNd/M/s6N78uE7UOpgKNoJWiAYPsr7n+86Ozof+0ZzvThWjUYjML7tHCRgW//xb4amKenu6upy+Ur6PHBcp6amnHhgW2ZmZjAzM+MEQyQScaJtamoqkCOm465t8/uk3b1r/+lihPadLwQ074r3rtdoJ7J4PQpgFZN+7qT/XLabb9oW/oxGo0gmk4jFYoH8Lv97hI5qOweR/cq+ViHG57+dONX+1bb5zly7ueT3nX+8jkE7UeaPo8FgMBgMiw0m2BYYiUSirXuiBK1WqwFon0vSjhT7pIrv+YSnHUHV45WU8jX92Q5K4v3ckvmgxNjP2/KLQGgIlToC812nXR6cElH9NzU15fpTr9vOdWG7d+S87Ow9KzH12+6LIhU9PnbkTLQTcO0IMMW2HqP3qw6mzjcSfhaKoGOjIpjnnZmZcURfCT/7fWpqqu3iw3zQMVb3yM/T4nycL2ernTOWSCQQi8VcP1QqFUQiEaRSKXR2dqLRaGBqasrNnfkWJ3QBwhdnOr5+vzebTTfP+T4XcChw+D7dQiAYYusvqOh84LyvVqtoNpsBR3W+f9rvvmjic0/3U+cKx1vn2Xxz0L+GtrmdMNZ+b+cutjuvvm8wGAwGw2KCCbYFRqFQCJAJP1cM2HHSv0/C2uW16LH6k9fTa+i5mEPEv1U0tFuZ9gknz+eHA+rnfWKpbeLx7Rw4DXHzKw4+Xehmuz70731n+s4Xce1Iov+Zdp8l/Dari+KP6XziTN9v59rM1wZ/DlJ8tRPFPvnX8MJms4lqtepEmS/6/HFsdw/z9U87Iu+LUIW6WX57fagY1nOWy2WUy+XAGExPT6NarW6XX6ht3NHiiI5Lu1BhAK6gRiwWQzQaDQhhfWYZRqhOIvueFRTnC/XUfmTbNRR1vudmZ0ROu8WMVquFaDS63XPhO9/++Vk0ZEcOoi/YtA16b+wz/14NBoPBYFhMMMG2wPDJtBLHHZEJn5AryVHiT1JJ0uMT2HZkyG+Dn4dFsqM5Q1qsIRwOBxwgX0z5lfGYa9SuSmY7R0fvQ9us9+H/3g7tiPKOVun9VXk/JG1nRMd8bprvyGhbfAGrn/HD1JSIar5XKBQKuDF6DyT9fhgcHRd1wvzQSnWN6AbtDNqFFPI87bZk4O/+2Gjf8F7bOant5sXTOXd6LK+vbfQFod+fbBOwLT8PmMtj05yvaDQaEMV6jzMzMygUCu4Z5ji0+27QxZHZ2Vl3foaJ+v3J+/Orguqij/aB329P51L586yrq2s7x9Ev1uJXdPTH3//db9t8LiLf893enRGfs7OzuPDCC3Httddiy5YtGB4eximnnIKPfexjgWt9/OMfx9e+9jXk83kcfPDBuPLKK7F27Vp3nomJCZxxxhn44Q9/iHA4jNe+9rX4whe+gFQq5Y6599578b73vQ933HEH+vv7ccYZZ+DDH/5woD3f/e53cf7552P9+vVYu3YtLrnkEhx99NGBfnu6thgMBoNhccME23OA+ZwaYj6HRsmIL/j4GSWVfmEBii4NXZuPxKqTBcCFUrWrjsf3/VV8/978lXyfoPn9oWRvPsHW7jrt+k7Jm76ubWsnovxrq8vjn6tdW9Qx1DGcz+lUkUyXRUVZO4GkYbUqtqrVqhtD33WZr1/9fgOCFSlVULcTEVpoQ+eOzrN2ws3P22wnyv2+1VBOv92+s+efb75nzh9Dikm6zxQiXV1drkpiZ2enq5bIxQvmeKkw5muVSsUtZPiLLTpPfEdR74ciUHP7VPywf9uFQVM8+s8eBWC7a7YLF24n8vT4duGgvvPo//RDsvX54TF8HnxxpuGgdIB1S4hIJBIo3DIfLrnkElx55ZW45pprsG7dOtx55514+9vfjmw2i/e///0AgEsvvRRf/OIXcc0112DVqlU4//zzcdRRR+GBBx5ALBYDAJx00knYvHkzbr75ZszMzODtb3873v3ud+O6664DABSLRRx55JE44ogjcNVVV+G+++7DO97xDuRyObz73e8GANx6661405vehIsvvhjHHnssrrvuOhx//PH43e9+h7333nun22IwGAyGxY1Q6+lsCcOzihtuuAFAkMz61eRIPlRo6So9P+8TLhIVdba4Sq+iwSdNKszmO287R4/nCoWCeURKpOYLpdR9xdQZ8cPgVPy1E0jaHooZCiKf8PoChW3Utvg5dXqcOi78yXLwflv0eszx8Uv56z2qw8Xz+yXk/aqH7fpX264l9ndUPVPRLgdQ+3w+UdfOfWknbPU8en72CwVOO1ey3TXZT/qc+Mdpm31RQ+gzR6eKojmdTrvFD7ZpenraFT5heKK/yNFOdPL3doK5ncv4dFABw8+263cV2b4obedetVuwaPf8UWTy3O2eO7+feSywfXVa//nkfNf748JFIpFw34ldXV3uOYtGo+6zeg0uZBx44IE77NNjjz0Wg4OD+PrXv+5ee+1rX4t4PI5rr70WrVYLw8PD+OAHP4gPfehDALaFug8ODuLqq6/GiSeeiAcffBB77bUX7rjjDuy///4AgJ/+9Kc4+uijsWHDBgwPD+PKK6/Eeeedhy1btjghec455+CGG27AQw89BAB44xvfiEqlgh/96EeuLX/1V3+FF77whbjqqqt2qi07g2KxiGw2i0KhgEwms1OfMRgWCivP+fHTHrP+H45ZgJYYDM8+dvb71xy2BUZ3d3eAdJB0qtDRIg1cmW80Gq4EuoYZKtFRYqUkiqvmPEZdMhVD85HkdsUClED5K/P+edRxIRnnTyWcJH/+yv184Uz+/Wuuik9W2WftBBv7n/c5n6NGYqjknUSR0DL3Krw4pqx46IsvFeJ6f3rf7Uh3O4eUr5GwUlTqOeYTXu1I83xuo8In4O3Gqp2Dxtd0vjP8UKHt5rOiZfxVBPrjx7nFcaMr1k5AqytGIVYulwOVLf15xPv3Q2af7rnS19uFwc73OV0saffZ+Vy5+c7lL1K068d2nwGCG4W3G3O9D13gaTcf27WRjiCFWDqdRiaTQVdXF8LhsFuQmp6eRr1eR6FQcDmHzLHkohjP9XSC7aUvfSm++tWv4pFHHsHznvc83HPPPbjllltw+eWXAwCeeOIJbNmyBUcccYT7TDabxYEHHojbbrsNJ554Im677Tbkcjkn1gDgiCOOQDgcxu23344TTjgBt912G17+8pcHXL+jjjoKl1xyCSYnJ9Hd3Y3bbrsNH/jABwLtO+qoo9zC3860pR1YOIcoFos77BODwWAwPLcwwbbAGB8fBzAXMqRiAdg+5KddKNHTwV/9pqugYX/8OxwOO2LjF5eYb8VfSbM6S0r6dBVfCa46i34BBG27L+Z0tZzH+WTdJ8f6t194wHe/SABJ6tjfmkdE8TU9Pe3e8wWH9lE78eILEfZNo9HYTqj4Qndn4fffjoSWwndd/IWAHcEPZdM5rfflO7M6hj759/tQnwV1nSnCGKKoe4qp2FcHjMJMSb2G+vpuovYDBXo70et/xr8fnZs8VtvJ+/MXPHTOqhutz2K7hY12Al1dLZ5fx6Ddc+wv2ugiE4BAnh3bwU3S2+XA0RnjdgwA3BjG43G39QCwTVxQPNdqNRQKBdRqtcB2Gv41+J1HYb6z8xjY5nIVi0Xsueeebu5++tOfxkknnQQA2LJlCwBgcHAw8LnBwUH33pYtWzAwMBB4PxKJoKenJ3DMqlWrtjsH3+vu7saWLVue9jpP15Z2uPjii3HRRRc9TU8YDAaDYVeBCbYFhjorwByRJOHRQgpK8PzQqvlW7PUYP2+J11AC7Icc+aRsRyv87QQbr6kEk+FIvihT0qnnpohR0cpz+K4IyTrJHcmguiZ6P7rBspL2SqXixsG/V/YRCai6OeqMqRj1x66da0XBqMJW+7xdW3yR8KcQUf9z/t8qkP3QQl8EtBMrfnEMHqMFcHjP7Adf6GmlSjqazBtTIc3+11DS2dlZVCoVJ8q07H27hYUd9Yl/jI77fP2wI2fRXwzxz6nH+O9ryKdCnzk9vt09zRfe2u71+frEP04XYvwwXRY/6erqQiKRcCKss7MTiUTCzXsKsXq97lyf0dFRF3Kqz6Tflnbhl75wm52d3c71fjp85zvfwbe+9S1cd911WLduHe6++26cddZZGB4exsknn/y0n18M+OhHPxpw7orFIpYvX/4ctshgMBgMO4IJtgWGul/tQvSmp6cDIXb+SriKIRJhJcC+U0Go4+HnG/FYdQ7UIQMQII3tSI9/PSWRvJa/gTHbQnKujgnb4l+T11HhW6/XA39rfylp9+9L26YCUftGN3TmufRe/T71hZsfKqg5Zb5g03Gg8FTx5zsxfv/7rgzRLtySmI/Q+0JK50G7c7W7V76mIpv/otGoE2ZdXV2BPmMhDd0gu1qtBkIg/ftWt3o+V1GfN/7eTrgq1N31328nanX+tFqtwLPMz86X7zefqPJdIxV2vK7vVrIvffgumC+a27XVb7cuLPC6dMcSiQRyuRx6enrc/GWeX61Ww+TkJOr1uhtPimsdC1/g+gLfv4d28KMWiJ2panr22WfjnHPOceGE++yzD5588klcfPHFOPnkkzE0NAQAGBkZwZIlS9znRkZG8MIXvhAAMDQ0hNHR0cB5G40GJiYm3OeHhoYwMjISOIZ/P90x+v7TtaUdotEootHo0/aFwWAwGHYNmGBbYKgLoUSE0Kp07dwBihAlLb4w08p0FDyas6Yr1u2uAcxfyZLCyA+baldYwy8rT/dQySmdM66oV6vV7VxIQkPClEizbbqSTtKnLp7vZPiks11hDv9e240Zz+1X+VO3jO+rKFNhSWiomRLYrq6u7USiHu+fh3/zPtsdr3NAhacfruqHempfcJy1pLy/nxv7liGJMzMzLqSN4aUqTH0hNZ/o0fmrhWPauVx+n+i96Fi0c8w011T7Q58tfa513HTe6X21c+z89urx7RYI/DDqZwI/1FLbrsfwHzcWj8ViSCQSrpLp7Oy2DdArlQry+Tw2bdrknmn/O0bP29nZ6fpO72c+MaZzl5+Z7/7bOZI7E1pcrVa3+6wulqxatQpDQ0P4+c9/7kRRsVjE7bffjr/7u78DABx00EHI5/P47W9/i/322w8A8Itf/ALNZtPl0B100EE477zzMDMz47ZiuPnmm7HHHnugu7vbHfPzn/8cZ511lmvLzTffjIMOOmin22IwGAyGxQ8TbAuMdiXx272vxF+FwszMTICYKpFToUDCoWW/gbn8M/9vEk8/LI1Ci+SKJEndMg1N84sA0BVRsqskS/Nz2E5fZGg/KPQcvrOoIZLaZm1rq9Vyx/E1fwW+HcH2ya0fbsU+1bAxFcpEO8Kp59Gxrlar2wkB7Qd+Vs/ro53zov3B86vbyVBECrF21RK5gTNL1vtVLXVcVYTQfeM19Tjtf7aNIan+vNDXfKdJ55bmVPkOYjuRpY62CkNf8NIl1Da1W5jQn7x/vqZzz59zvtDj3xoyzPPNJwL13vx5wmec48wwRrqg8XjcLRQxdLFarWJsbMyFMfKcuiCi1/AXMIDgPGy3x107tAuDbAf/uXq64xWvfvWr8elPfxorVqzAunXrcNddd+Hyyy/HO97xDte+s846C5/61Kewdu1aV0p/eHgYxx9/PADg+c9/Pl75ylfiXe96F6666irMzMzg9NNPx4knnojh4WEAwJvf/GZcdNFFOPXUU/GRj3wE999/P77whS/gc5/7nGvLmWeeiUMPPRSXXXYZjjnmGPzbv/0b7rzzTnz1q1/d6bYYDAaDYfHDBNsCg6KG0NV6dcUUFEEakgRs77z5REZdL03y1xBEfl7bRneP7pdWqORxvtPhE0qfuKpY8MmrEnmKHJ+Isn9I7PTcGlaojonvxKmQ7erqcoJICbCP+RwRJaC6p5Xeh0+u9ZztiLU6UjqWzLtjPpdfxMUXRe0Eiy/AtFqiknWdbxx3hrP520ToXGWuEMPg2Ddss463whdb+prOT51n/mLFfHPJF378W8OR/TBYfY78e9Rqm+1Ekh+6q/2vY9rOCfSf3XZukz83OPdVLPmf4ef0uU8kEu4fQxmBueIe9XodpVIJExMTrqqpXkMXcVqt1nZ7m7Wb2+w7nQt6z/5z44+pP0fme1/vWftxZzd4B4ArrrgC559/Pk477TSMjo5ieHgY73nPe3DBBRe4Yz784Q+jUqng3e9+N/L5PA455BD89Kc/Dex79q1vfQunn346XvGKVyAc3rZx9he/+EX3fjabxU033YT3ve992G+//dDX14cLLrjA7cEGbKtYed111+FjH/sYzj33XKxduxY33HCD24NtZ9tiMBgMhsUN24dtgfGNb3wjsHIPzBEOdSV8cqqEm8SYZFtJkDpY6iQxl0TJth4zX5gj26fukL8a7pOvHf3U0DUAAScPCDqF/mq99om6an7unfar5sjoqruKqXYC6ulW+/Wc7B+9NkXnfPljvvBQUaJhkTqG2h7NDePvsVgM0Wg04JTwfYbJMiesXq+73/1iKzsiwgoNJfQXDVS8tOu7dudXwcF5wvP65/fnqh9S6Ts6Oof9tul8UQGmAt/Pv1Qxpo6dLzi0fe3u1b9vv4+0f3We8plVh7irqwuxWAzxeBzxeNxt8M0cQc35rNVqLo9senp6u0WNHYUPcmGBbdf75Dn87wT9zvPFqS9CVcz6i0F+H7Iv5ptr/mcjkQje8IY3tD32/zJsHzbDrgzbh83w/zJsH7ZdFP5qPkUXww2BudVgJe0zMzNuBZzOBx0PYPvcMy2lruTOd3qAuZL0dFh4HiWf7Qim5oopsSQ0NM/fHFzz2TT3q10YGq+jx/kunBJjdQOY79dOTPB3dTd3JDZ9V0TDPPVcGg7Jz3BM9TW/X3kOhqKxz0i+KdTZn7wfku5ms+lKn1OcU6jp2PmO3+zsLGKxWEAg+g6Fjqkv4NketrddeFurtc2tZVgi51s7UeMTeL+ftB2sPqqifUfizV8k0TFWB05fo9DhPeo96Tj7YbJ+iKO2m5/T86i4YW6Xjhdd0Xg8HghZpCCjQ16pVFAqlTA+Pu6Eud+3bBsrr/J51MUHumL+fPUL5bQTVNpuf4HIz+XUz2qf6fl1caOd4N7RgoiOczsX3WAwGAyGXR0m2BYYPT09jmCQVFer1cBeXz5RAYK5POo+dHR0BAiZEnmSH4ZGKpnW62hlRi3BrpUhNd+FpEnJFkPhVJjNl0vVzq1Q+M6K5u/5eTpKMNv1F4/VCnu+I8LX2xHrHeXCKMlsVwGTpFfFAschGo26vLB4PB4gzJwLDIVkSGKz2USlUtlOaLKNfuENXlPHA0Bg/FjwYGZmxolBX9TwWJ1z0Wg0IJr9cE7+037RkEkVnzqHdK80fkbPy9d4H77D5i9IaH/4bgz/1jmpjjTP4YdjtlvM8IUM+03vgwsnHDMVeOqQxmIxJJPJgEMWCoUCc6FWqyGfz6NWqwXmi27ToWGQ2s86p/leO9dc743gAoDfr/r9xHHQZxhAIFxW+2dH4cJ+v/tjqwsIvqPqh+L692IwGAwGw2KBCbYFBks9+/tvaQl3AG1Jor8yzfe7urpcjpuKKhI9/YwWdwDmco98MagkjNf1Q9L8PCB/9VpJ6Xzik3+zjRQHbD+LlijR1PYQ/mq6vycYRcl8xFSFqo6N36cKFmPQaol0xCjA6FqqEzM1NeVEJEPTKN5VBPlOGM9D58MXFWyvbkbsu5oaWsgKfr44prBQ54XnpOjXsfVDCnVecW77opxt4liouPadKh1f31VTF1nnpl/N0xdp2r8+kVdx0K7d/vm0zfMtBrAv6Y5RnNE55X2xqEepVHILOZwb7NdIJILp6entcifZ95yHfvhhO6fVF6E6NnwOVIR1dXVt92z5c1Q/x/e1nTqefoVO/Y5od05fJGoRJ72Ofx7/p8FgMBgMiwkm2J4DtFotV86cAqRer28XNqiryP5eUH7OCQkKyZwW1VBS7q+Gq6MQDocD+8C1I20+4dK2+udUYUWS3e4z/n2QhFUqlQDB8q/djtz5r/G8DA8kmaWb6JN3ILg3nBbpIMEG5kJO2XeaH1gqlVzVxHbhcloAQUWXCkS9HyWmvpBQsea/r6JOXQ3taxX+2qe8P44h54WGIqogYNt5Tr8Uv4oGzl09vzo3unCgBXpUbPIz/r2qc8Rj2Ef+/Ne26Xzx+1/vwxdlilgsho6OjkDpezqo4fBclcVqtYpqtYqtW7e68FUNQ/WLyuh8brXmNgTn862h1Jzb7UL/dG6pANZzc3zaLcLoAo3vbvrPtgpGDR32n1V/U3W9Vz3On9cqBv1j/d93dG6DwWAwGBYDTLAtMLLZrPudRE0JtE/YSSg7OzsdSdZ8NCXLRLsVbubEKIlRh4/XZT4MSW+7MCegfYl4n8zpXmpKlvV3Ojr8nC9I/JA+9hndBb9YRrsy8hQRmUwm4ISxQIcKBHWfWK6+0WhgamoKxWLRXZ/ir52I8kP4tD16LAnsfBXsVIDwHtRt8cU4+5qLAUpSm81t+W06R/T86gT6bffH3SfCfpiq5un580A/64t1DbH1Q+pI7tuF9yo0TFQdHM33pAD3heaOHD8+Q5FIBKlUCvF4HMlk0oUu8l6YQ1ar1TA6OupcMt30u53oiEQi24lgLpjovbFtKtQIPySS90oRxvFQx1NDSfW7QN079juvy8/rs6ZCqV3Iqh7ni/t2/dLuM35hJH7G/77Ttuh80s8ZDAaDwbCYYIJtgVEsFgOVA5U0q+Dxk/HVuVCSrO6V5uGQnPqhRP5nlbip2+AT6naOlooQvjY9PR0Qbb6r4bsXFGQkiUr81Vn0BS2JpW5bwJwwOh2+Y6kbN8/MzKBSqbhCLr5jouSWn1cHRH+qYKbzwXOom+eLAe0zji/HXueB9rHmI2lbNRzMdxDZt9pGXo9/c9zYPh7vVwfVn34YqV90hAsNmjdJUaFzT4WCXkvvx1+kUGfYd8g0dFhdHH2d7fMLigDbQl212mI0GkU8HneuI+dMuVzG1q1b3b5kOwoV5fXnExVsA/uBx7GvKeh4HvYLz88+oFjWPuexKkL183odXlv/1u8Ydc95HzpvdCx9B66dG6aCzD/eF5/+53QM/UUrPa/OhfkWRwwGg8Fg2JVhgm2B4TsOfE3Jq+5ZxNVtAO5vHhuNRl3lPeYYkSTHYrEA6VLBAARJHx0lCgYVDfysEh4/zI73QPDzfJ9EVB0Mvq5EUoUHf0+n04E8H7ojWmWSxTkYmpjP551o1Rw4DcFTsdjOpVT3QMNPVUyrS6DH+D/VFfCvtyOiqUTcd7U4V/y5NZ8zoy6ZHx5GweXnvek9+vegfaREXc/B0D3tSw2VU7Ltn4/noHhkn6ho0b70RYvm2/nuD93VRCKBdDrtwhbVGWIe2cTEBOr1usstYxii30+cByqi2omRUGguzFOPVRHrPw96D/ypjpwuZOg84LV0sUSdM3+Rwhe/viuu7VHH0l8A8MWZCkR/LHwRqYs7+h3kO7TtRL+GzGo/6LPviz+DwWAwGBYDTLAtMEg+Q6GQC3PUSm0abkTxRgLjkxEW0ejs7HRhcCoUIpFIII9Nia3mYFEIae4JgO2EmooXn5SpQ6JkXNvOnDAKTOaE8XUALp+PoYdTU1MulE/DFNnOdg5cq9VyYWraZ5qDRXHn9wuJnzpLSgz90EkdK3XINNRT+0/Fl18Yg3/rtTVMlK6Zkt52v+v9+uPG45SY85pK+H13g9fm55X064IAX+exdBsJdR9VNKuo950RgnOU59fx1vYz3zAajSKVSiGRSCCZTDo3dnZ2FrVaze1HtnXrVlQqFbc5vC4sqNDynx9fTLVbFNGFCh6nY6qiShcQ1GWanZ11/Uahpv2uYaC+G6bzS4/zoS6Zuo38fvI/pxVFeV4u+vgOp++ScXHJX8DQflSHWZ9hfzHIX7Tga/7rvL4JNoPBYDAsRphgW2C0CxNSkurnYPF1FXr8OTU15aq2+cSSooNESokg3Q8NoWxHpFVQqFOk4oh/a4l6ijPmiJE8qePCMLJ8Ph/YK6zZbAYKXLBNvhOnLoDeq67Aq9uk/QYESZ2SXd4bc7q0X/k3QReP99tsNgNCkfuM6XV1fDUUUkm6XkcJsc6T+drEe9I8Nl8w+HPR7xderx3p1/c5lhwnEnHNS/JD0xQqtDhHtV1AUNTqPXGT6EQi4fYmo7NMITU1NYVyuYx8Po+RkRGUSiV3Dgo+nRtaJEf7yHc52W6eS8+hn6nX64H7V8fKHwe6h+3EfDsXmg4X/9YQRV+I+45au/HQOasLFvyu8IWo7v/ozy2KTL0G5wX7nvfDBSlWSFX31l9o0GfdF3v8XLt5pt9bft8bDAaDwbAYYIJtgaEhTXSRYrFYgLD47hc/p+IjHA4jFos5Ik+i5btpJFcaQuYTOHUBIpGICzvkObu6ulwIme4Xpvc0NTWFer0OYJtYKJVKzhlQgakbhOvn9bz+ijoJKu/TF7nqDKlA4bYASuZ4nLokQHCzZN6/ilSSafYp29fV1RUQOLyO5nHp9dk+dQmVvCrBVaHqF3jwnQkV6r6Y810rdQDZxxx7FlnRfiQ0L077QtvlCzvFfG4VXSFdaOD8jsfjSKfTSCQSLqdMc8m4SXShUHD7lGlhFj9kkH9rsRm2l0VdVCxzPHRO6mIF70PFhu6pqK4e+1qFoY4r8/30OF6bY0Nhx9fZHm23Pheag6ntaOdAcd5qOK0/B/y5q8+mLgjxdR1vvZaKNB0LXSjQOcpra9v9OahzRz+jz5kKQIPBYDAYFgtMsC0wSO5UmOhquZ/r5TtBJGY+sfELXVAgkeyp48P9oPg6wxJJGkm86vW6I/DT09PYunWrE5kqKNXx8QWhFslgKKSKDWD73BYKRSX9SiK1UAQ/r+8pceZPXwiqQFTRoKKWJFldChJELanuiyWiXq8HXCcVDH57NXSRv2u4LPtSRZYKJA35UuGrbdfx0td5zampqbaCQvuKokKvo0S6XeERnb8cS/ZvZ2dnYLNo3Z+M1TkpyEZHR1Eqldz888M8eW2OjQopOsrq3vr94H+ObeZYcPzVkeW4aEgh5whzLVutltsTUR0lLipo+LM/dzU3VYW4in993nR81UH3w2917quDTlHXrpCRv4DkFzhpV8RG5zTf0/BKdRZVtGkouDrnftvD4bDLX/UXIjj3fNfXYDAYDIbFBhNsCwySBxII7pumgkRX+EOhUKDyopL+VqvlQhEpvJgjFo1GAcA5ZiS/Wl6cRRSUYGmRDq5Mh0IhJwg1bFCFgS8GgG3CyyenKnx8d4LkzXcQAASEAO/Jd9darRai0WiAzGoOjOZZUZwBwdwjdaz4OeYask1+wQMNv+Q5SHRnZmYQjUbd2PlOGe9Nwzp5bpJn3VRdnSIV9/zJ1zWkTUmsCkpts5JqdSWU6Pr3yL7TcFt1cShQEolEYLNoVl7kHKzVas4tGxkZcX/zWhwfdaD0eVJnRQvZsG859/h3O8fNdyB1LijRj0ajAddY3dXp6Wk3v3gd9is3utbFA70Xf07qaype2i0MqADi3zovfcGlc13nooov3gPFlC4c6Dm0zSq6NISbY6PbkvC6fp4r748hydpnOm85lnpezg91jLkQ0Nvbi97eXqRSKRgMBoPBsNhggm2BwRV1bm6t5FqJkoY+dnd3B9wphlmR0DFMjeXqy+UyJiYm3Ot02ngNYK7ACQDnAABw7lEkEnGfU3HBNsViMSfifPLKkEINx9TiDISGZymJVVeKoaO8tro9KhgJtoHXVjdIwzHVlYxGo4HQRBJyYI78srALyaufW6RuoZJG5rSx39kvWkRiZmYmsJeX5v+QjPMzdED13v12qAhRss6+9kM4uck6+4rv+8KZTpX+HY1GXe4Yy+Enk0kkEokAAeeG0fl8HuPj46hWq6jX65iensbU1JS7NiufcjHCFxgqhNi/OjdVeKoDpDmbKk7UaePcorjy55XOWRUebJcKXp0T/J19p9ednp4O5Dqq+67uH+eOQtvEz6hTq+3jPy0gwufJP8YPb2Q79Tnl9XWxxi8844tL3+3jOdq9zzZwPFV86qIEnx+Ks2w2i56eHvT19bkKoJx/5XIZmzZtQl9fHwwGg8FgWEwwwbbAIBFlGCI3c6YI0xAkEtlms+n2fWLujrpZupk0gAAhV9fJd82U1JMAkZT7zoKGiimh0tfbhev54Yj6HtvD8/sVBYGgS6DuiTp0CpJMFb5KUPU4kn8NvWL/8Vp0Cki21RWgCOC4krz6JJjXoegj0fRFlRJXttF3Y/w+VuGun+c1dRw1xE3vgyFlHAu6rbpxejqddu4YHbOOjg4nmKrVKsrlsnPJ6Ogq4eYCgua96Viom+I7quw/Pgs6d3Su+K6NOqydnZ0uj5Kf18USnZu+wGMf85watqshwny+OI94f9qXHBvOT3Xa9JzqrPmilc89267X9EMcw+GwW3xhG9ttqK2LOfrM8155fRWCGrqpY8B/vpjT8fbDeXlu/U4Cgvv98f4jkYgTZt3d3cjlcojH4wDgCho99dRT2Lp1K8bGxlCr1VCr1RAKhbDvvvvCYDAYDIbFBBNsC4xVq1a5oggkn/xHwUTx5IsRDUNSccafJDp0YjQ0DAjuewTMES46YoQ6ZCSDJHp+mJReU0M9Vaz4IWq6Yu4LCi28wTYy7FNdLbaTpG52dhbRaBT1et25UdpWICjmlOySFLMfNYSS4GtK8lWYMRzLJ+BsG/taBYveuxJdFS3q1Klzp2KPLqb2ZzuRpoU9dCwYQsvCHvw9kUgEBEytVkO5XMb4+Dg2bNjgtljQHCa2Xd0inYPqynA8EolEwHHU0FBdXOACgDpSnGMqbjUnSs/BUDu9NsfBb5M6teqyqvPDz+qzqcJK5xzvTcNZ9TidJzq3VJjrvGFf6vOsrriOLxcbdMHBb6v/jPvjpOJL56LvPPruGjAXNqnfVTpf9LtAHXFeNxqNIp1Oo6enB729vchms0in0wDmQmr/+Mc/YuvWrSgUCqhWq5iamgp8H4XDYcTj8UB/GwwGg8GwWGCCbYFx3333BUKXurq6UKvV0Gw2XY6Xugft8o/i8fh2jgtB0aBCxRcgKgrUKVPHhqGXGlaouTvzEXFgrkoexYsfeqUuHUmZruCHQiFXnp0EnO1WwUMnSEPRmPuiAkpDDdmn2n9+3pDeo672+6GE6iDq8UpiNZRRXT2SWBVfGoKmY6viTMWLn3fWznlkH3Z2diKbzQaqLeq2C7Ozs6jX66hUKhgbG0OlUsH09LSbRxxHFUjaX7y+nq+d08h71LnEY/Snfk7DEDm/NJTOz3HSeaLCgm1SF4rFTXg9zicdRz+MsZ3g4/jqmLUbX7aP/zi/dQ6qA60iTecgx5zn12eH989z87ng77pwwYUOvSbH0J/b+qz6wl+Fne9s81wM+1Vh74dFJxIJpFIp5HI59PT0oLu727m5MzMzKJVKGB0dxSOPPILR0VGUy+Xtnm8Ws2knhv3FFIPBYDAYFgNMsC0wNAeL4WQM8VHS1tHR4YqCaHI9hYif7E+hRShx9wtHKCENhUKBVXkAgTBLEn51/3wCR0FAYhqPxx2J0lBCn4TysxrSpYKRnyf547nYLuY4KZHkT38zYvYDr0snh6LCd0i0HzW3S91FdR/Zt9rHPuHXsDMe55NzP+SU40GBpgVIeK+69x0rLaZSKcRisUDO0vT0NCqVCiqVCiYmJjA9PY1qtepCIlW88N54LfY184VUwAFwc6idw6ZOoLqxfE+rM6rg0dfZz/4c8NurbhHbQLHCsVQir3mYnD9+SKCKGBXChOYVUvDpdVTg+HOA5/LFGe9PRS5zX/U54fvq3qqjyueE80rFqj6/flhmKLQtFNJfpJkv75TPFMdQIwTUGedcbrVaLsS2p6cH/f39yGQyyOVyTvxWKhWUy2X88Y9/xJYtW1AoFLbbOJ4FiPReOE/0eWKurx9GazAYDAbDYoAJtgWGH6KmIV4kP0pISKxIzDT8i+8xN4qknXk6WlJfV+N5nK6Ga7U/ulQkV/7+YO1Kzatw8a/J+/ZFJIAAUQXgwvv8inIszKGl+lXMkRBqmXQS2Wg0up2jpu6g74KoE8M2qjun7oKSaYo6FTrab7yW3zfqxOi84NiwsEdXV5cTYiyFTyeSwrter6NQKGDLli2oVCqBPEgl0l1dXa7fVYCpuFdSPzs76/ac80MCdTzV5eBc8/ecU9KsbdK54of7UbxpUQ32rzrJ+jefDXX/9BnSecD8OX5OBbe2zXcW2Qf8nW1TF1DFnu9M85ytVgu1Ws09D+rEqiPmX1sdM77HqrPzLRBo33JhSMUhz89cWb8f2rVHnwXf4WeuY1dXF9LptAtrTCaTLiR3ZmYGxWIRjz76KCYmJjA5ORkonML26/zkGOnzqG609g/v1wSbwWAwGBYjTLAtMMLhMCqVCqLRqCMrwNx+XCSZumqtjg7Jt+6pRhLFz7HqIUm/EnEVHEpe6aCwLZrH0o7kKmFTAq9CUgkrhVOtVgMwF84IzLlodDu0L8LhsHMVSF7pNESj0e1W9FlYgE5Mu1A0XpN9qOSfx5F00v1UAsjKfhSIHR1z+3upu8e+UddHnUANwaNAjMViyGQySCQSyGQyLp+QBLpSqaBarWJ8fBwzMzOo1+uBnEi2f2pqarsKigBc2K0eSzHD+dkuHI9CgH3Az3Hs1FVUgq95hkr+NdxOHSaOBzeF5zhqyXZ/Lqvg9AViu4UC33FutVpuzzwA24XT6Zzk6/V63Qlffc7YDm2vtkWLk6hr3dHRgXg8HnAMuXCg46WOlrplvB63FuB76njyfgmeV58BfY3QOcy+YJv1uVHXLR6PI5fLoa+vDz09PUin026cGo0GarUaNm7ciImJCZdzxv0e9bvPL9WviyuciwzBZn/57eV4aD8YDAaDwbCYYIJtgRGJRBCNRl35chLtUCgU2GhZQ3yUCCpZAYLOzfT0NGKxWKAcvxJGEmCSF5IbihMgSAgBuHC5ZDIZIJu6Uk+xQbIIBEPa1G1SQeBXWdScI71XdeBIvpSQ+iLSd2rY7xpSp2TXd2nYr7pSz36mkOB+XHT6+PlUKoVms+mEqTqazBljyGIqlUI8Hg+EG7KIQj6fx+bNm1Gr1RwZ1bZqyXsVxewvVsxTB9APa1SiTQdTx0f3uwOCG5Cr0FCBruPB+aNhp5rfyL6lw6IOGcfWz0PTeUDBw79brbky+SoqOOdJ6DmW6uxxAYXX9uej7yYnk8nAs+sLBJ6bixTqQMbj8cC+hpzPOufUxWZ/+9UxdTFF/+ZnKSb9ucwxUxHKeaH5ier86h5z0WjUubldXV2IRqNIJpOuYmM2m0UsFnP9Vy6XsXHjRhQKBYyPj7vPsl1ctOI88xdI+J464OFwGPV63c057uunz5z/nabPt8FgMBgMiwkm2BYYJCAkeySQvqukLpE6Cqzq6Iee6X5lJEBAsOAICevU1JR7T3NfSNxVKJFQ1Wq17QQRECyQoPlVvptE4sv93lRsaEEAfs4Pd1MSrY4J70PzvngdXVFXckgC54s8Hss+qNVqrrJcOLytUEYmk3HElMU5qtUqGo0GBgcH0dfXh3K57IhhMplEPB53bherLeom0eowsL8YRuaHHvKfhtwxrFbFveZRaWEJ/u6H0akg1LBH3TS8Xel29r/mBKprp0JYxYheQ+emundAcO8xjjPdQ51/OtdUQM7MzCAWi23nCKkQ0H5jf+h80znHecZFEXWAOCZ+3qk6va1WKxDO64tTdeNarZabAxwrim4NFWSb1dHWZ0EXb7QPtDqsfhdRZGtoMc8TjUaRzWaRyWSQyWTc75FIxFW7LRaL2LhxI4rFIvL5vNtrj+1kf+q9qEuu7VVB6j8HGuLKceQ/zn9ek/eo5zIYDAaDYbHABNsCg6FUJIwkRT6JZbgVEKyWp0RZSRlDDPU1XS0H4FalSd7pypEkkVSRSGm+mIoDdRv4vhIk3x3QcDv+80OzfJdIxZq6L6w257sMGvrl59doqJaGmmnOkhJThlvmcjmsXLnSFeagYFuxYgXS6TSWL1+OarWKrVu3IpVKIRqNutDIfD6P2dlZFItF1Ot1TE1NuXwy7SclmCqE9XfN1VGHje6ROqIqLvz+4b3SyaVQ6urqwtTUVGC/M57Ld7Y49ipEOGY8rtVqOSdydnZbARs6IOog67V0EUJdW91agXNaw9uUgOuYquvE543PE/dj49wl4vG4y9vyFyU01FEXR/TZYJu0II2/6TtdWd0HjX/r3KWwUYdPRTjP74tPda514USfdzqnFFl8n+fm89XV1YVEIoFoNIre3l4MDAy4QjaMDqjVanjiiScwMTGBYrHoCiXpd5Hm084XbhuJRAKbx+t3ijples/sE84VjqkKOHX21bkzGAwGg2ExwQTbAoOhkCRcDOHS0DsNKdPQSA3ho6DTSnr8p2XkgWChjEQi4YhwR0eHcx+YB8PrkNhpWKGGFakoBIKFF5Qo+u4h28t788WVOjDaH8Ccm6hhl0q4fQdO+4+kjSSZ7dYQP567v78frVYL/f39GBgYQL1eR7lcRrFYRKPRcKXEE4kEALiy4xRQdOco1rQoDIWDLyz94jMaHuaHClLkTE1NBY7355CKFe0nCm8dO7ZJxTrHW3O+OBZ8jXlt/ljpvnn8nOYN8m91BH3RpqGBXOjQMEyKDH/M6arxfVY85VioU6YuIMdI+5L9w/7UhQF/jlFw6AIL+1uP07YyxFDDNLWipQq3Vqvlvj/4LKljyudVKzuqy6d9pYKdCwLpdBqZTAbJZBIDAwOIx+OBkNdqtYr169ejWq26aqNaKMWfr3weVJCyPzXEktfga+qUqhuo/cm+5tzWvRr1O1JDRHWhzGAwGAyGxQQTbAsMLc2vLpi6aX5Yj5IM3UeKhE7dOg1BVEeMxIxkkIUylAipS+aLL4bHkShydZ65UoReQ8OX1HnQYzW3R8OzgCDBUlGnK/h6PhWSFIokpzyOIYp0xEhKGbaVz+eRSqWwbNkybNy4EXfffTcmJyeRTCYBAJlMxuUksX10zpiL1Ww2sdtuu6FcLuPRRx8NFFLw3QH2j4oBiiEl+hQ3FPkaBsrX+FntRxJnjpc6YSoGtPS7EnzOIYbmad4hr61zhe/TqVJxpO3Ua3PsOA84z1WM0qFjn+siAEWjOo+cXyrq+brmj/FcfA60eIi6wH6/qRBSMaQLHWyXPu9axZRtUbdURbaG/KnwZZiqFifiufR7RKuq8v4pEFlhlPudpVKpQO5ftVrF5s2bUSgUUCgUAsVtOKZ8pts9h9ouLQSifaZCVF00/d7TkG9+D6l7xzlGZ5vQCrk6dprrZjAYDAbDYoEJtucAurpOclOpVAIhg7pSrOSen2+1Wk4oAAiQVABOTJHocBWfBJikn4n7vA7JmB+Gp3k7vIbu86UEjfCJG9uuApSfpdghgdPcIT1WBRn7kD8pZlkunHk2LIsPwIVx1Wo1lEolbNy4EePj44jH40in0+jv70ej0cD4+DhisRgqlQqSySRmZmbQ3d2NZrOJ8fHxgDPHghXFYjHg6kSjUWQyGRQKBYRC2yo3sl+ZY8f70PxDjisJt4b0aSEXYC6UkI6SOpjq0FAwqeNJgaMCkuKSooBkmWOvDpsuHjSbTef08Pwk0SqQfKHmu7R0efmMqGtJsc5zcUx5TopLumh0kHSOqOOq+Zz+cXoM5yPvR4WDPsf6/KnYpIhTd296etqNr16DYMgi71fb5Tt8BN3RWCzmciWj0ShSqRQymQxSqRR6e3uRTCZd39GhKhaLmJycdOIsn88HXFX2G91iPqccZ78yLdvr56zSydV5QhGnYaycs3qv2s88B/tYv6v4PHGOcP5wzhoMBoPBsNhg/3s9ByARVrJKAsVcjHYr2HQCSBwTiQTq9XrAxZidnXWheiQwSgRV4Okqvp8j5ed7kZxruB2LJ6groERWC6Toqri2RQmc5q2omPHbxCp0iUQCuVzO7fFE0k63rFQqYevWrY6Ezs7OuuIeJIJbtmxBuVzG3nvvjXA4jHw+7wRYIpFANptFoVBANptFKBRCKpVyoZHNZhPlchldXV1O8DWbTWzcuNGN3fLlyzE0NIQ//vGPaLVayOVyeOKJJ1zVSBU+fs6YElC+x6qD6oaEQiHn+qnoVqLNsdb5xD7WIiRdXV0ux03DKukgaRgm3UR/ewTOUd3YXBcFSNxJpDmPKB55b3wWtA8YEqiOk55XRRzf15BYrdio2xSoGGb/ab6hhq+yX9UJVTdJBQhFF/trdnbWCSbeo4aEUmTqM8QcMA2D5AKAOrQ8rr+/383VbDaLrq4u1y/MxRwbG0M+n0elUsH09DTq9XogFNMv2qFzkuPkFyyicFe3VBdn6N5qqDWvSSGlobh+CKl+z7FdOrd4Hg1V1fnP8xsMBoPBsNhggm2BQeJH0keSpiv3WuZaQ9RITjTng58h8ebqvTp1Ktp0Rdp3A5Ro8T2tLkhCrG4C70fL5TMsTomWkr8dhTeGQiHE43HnjCWTSaTTaUdo+dlarYapqSkUCgWXS1OtVp3zqPlEPqGLRCKoVqtoNpuIxWJ4yUteglAohMcff9w5SYODgxgcHMTAwAAymYwrwJBIJJBKpdy9xuNxhMPbChrE43HMzs5ieHjY9SPFc3d3N2q1mittPjIy4qpHantJaH33hn2kDhLfB+Aq/mnBCQBuvLhIoOF4KsaUcKuY4JxT8c7zxeNxJ3r8cE11jXxyr3vwKQFXd0YdPg2n1HvXYjR+kRKOuwoIbntBQcr5ybHSz3MLBg33VIePCxEakuffDx08Pudse7vQVBV5HD/eF/uC48P2dnV1uX37ent70dPT48QZn4N6vY5isYhSqYRCoYCJiQk3ZzRE1C8MxMUBto3jq4sIXGyhw6luqz5zKq79vFjf9fXFr96zOuwajaBzWJ93Xovv+wtGBoPBYDAsFphgW2CQfGnuFkmLOgV+WBCrO+qqtRIQFX5a3EFXqEmsCL7nE1N1evg5AG5FX/OkuCKuTotWe/RDmqLRqBM/6XQaiUQCnZ2djmhSrFKETU1NYdOmTZiZmXEl9H2SR1AQaFlzFZ8EiWNHRwfWrl2LmZkZPPHEEygWi67veG2GlMXj8YCg5FjFYjEXFslxYJt0U+VYLOby5YaGhtw9kAz7Tkmr1XIhbbwvFTyaQ+f3t7qTPIYEnn3DeUgBy+MZ3sbwSl6f/cvPU4xQQGpuEgBXMVPFoZao910tdf78/cAYVqdjThFIZ5V7cdEh5LPGPtGwYhJ5/q2OMTev1rlL+BUh2Q+al6eOnp8rp6GCOn66WMFzzMzMoFqtBlzQdDqNeDyO3t5epNNpxGIx1zfANuHF0EYWyWF4rZ5fF0o4Z/U7gM+75vSpS8mx8yt48jq6UKTfO7qIo/NJ5x+/c9qFWGtIKdvNOULXTx1CXoOv60KGwWAwGAyLCSbYFhgaZqWkhmSWhEfD3QC4lXYN2SJh0nL8fqI+yR+AgACkQFS3yw9RokBTMqfhj2wnr8ljw+EwUqkUksmky+NiqXB1ySYnJ1Gv1zExMYFqtYpqteruW4kVCbXmvvB1LVzgu1JKkpVE1mo1jI+PY+3atchms27PKABYuXIlBgcHXZ4OxQ3/sS0aTkfSSahAICqVihurpUuXIplM4rbbbgMA9Pf3B3LPKpWKC29j+XSG82lRDea7aYEPknt1SlSk+DlGJLx0WTREVsMCOa6RSMRtCk6R1Gq1kEgkAuXqtU26DxpDBFUAcH5TwPrEXuew3hMFnzo/bKs6MRR5uqcc2w/Mle3neQj9XR0nHSst9qIONXOnOE68V/axvq/9THGUSqUwNDSEbDaLZDKJ7u7ugOPF52Xr1q1uvzPmTjJUld8BKuR1AUErfHKeU+Dwu0IdcF0s0M3i1X1TQc/z6vn0PnXceA0tpOLPEYZj8ntKXU62w3eQKS41lNtgMBgMhsUGE2wLDM0PoUOgK9okMSSjwFzokoZgqQNAx4dChqSJYVRKevg6MLfFAMOrgKAgIwnVcEe2JxaLuWpzqVTKVV2kMJidnUW9XncFDPh7rVYLEHbelwoFhl76OSy8HyVgJMyxWGy7PqRT02g03L5goVAI4+PjmJmZwW677YaBgQEA2/bg6uvrc31Dx495W+Pj464sPHPW4vG4u2d1XphrxXHmGLMQCsXYsmXLsGHDBjdmfs4PCWqj0UClUtmuQuj09LRzuLSvpqam3GtKhlXEkHB3dXW5AhgsVEMiT4Gh2xLwejyGP+v1OmKxWGC/N85b5qHpnGXf0PXTsGC+r86aFsmgIGB/8dj58pQoJJi/pQ6X9hP7VYU/n011hVQg6GKFVvJUAaQhqbwftp3zLJ1OI5fLIZfLOedZRVO5XMbk5CRGRkZQLpdRLpcDuYzqYHLMOUfUzdM8T+1vPjN8XnxHjvesfaPjQfHO8/J7JZFIBI5RUasuMJ1c5ujp4pSOobZTBaOOCb+j+P2g80cdSYPBYDAYFgtMsC0wNGRPCa5uaMtcHQ1JpGBRR0lFlZa9JkhifQdKCT4wJxY0tI+v53I5JBIJxGIxV32RBLter6NSqaBUKqFarbp9x+iwqHOhOUZ0CihaddVbQ9i0zbx3DZXT0EMSZw31IpHTnMDR0VE88MADOPTQQzEzM4Nf//rXaDabWL58OVKplNvDiwKM98mQVBaM4DW0sqW6RWyzkmeSePblvvvuizVr1uCxxx5DpVJx+XCsYJlOp51AYgiaCjOKLgp7kloSVF/wavgf+1hDISl6NQQSmBPU2r8aYsb3uRihc1MXI+gI0gEKh8PuGVC3mcerOOPvStI591Vk6UbwOq94TQpsFRHtcqV4bl/ssp817E4L+Khrrf2r4Z0UZ319fcjlcojFYgEhVavVMDY2hkqlgomJCeTzeReuy+8EdZ3ZDi2ookJS87f4PPiCV4uaqBDlc9ZsNp0YUwdW3UH2PUW8hs3qQpO2kU4jowTaueP8zuLY0w1WocZqt+rgc0FMtyTww6MNBoPBYFgMMMG2wFCSyLCuWq0W2OdK85dIdkg+SNoomkjWdSVdBR6vSYeEIXN0gLhZLt2iRCLhyBvbw4qLzCWbmppyxFJdH13dBuBKzXd0dKBWqwXEFwmhkn8lWrrnGxAs369bFLCoBwBHRClmeLwSxg0bNmC33XZDLBbDAw88gM7OTgwPD6NWq2Hr1q1Ys2YNurq6UCwW3T1WKhU0Gg0nQoeGhlAqlVyOVzKZDJBUDa1Tp5P9NDExAQAYGBhAR0cHVq1ahbGxMQDbiOeTTz6Jhx56CPl8HsPDwwG3VZ0q9p26p/p7R0cHqtWqcznYB1oFkuSfxJ7QxQItLe/PR/Y3z882cH4x57DVaqFSqbg5TweG/TRf3hjD73xnhQTdF4YU53yNQpHCVvPN2Jc8vzpOKtB0bqtYYj+pM0dHls5kb28vMpkM0un0vCX1S6USJiYmnDjTio0azqgl8ikYeX0NJeXCiIa5cuNxdZ/V2VYRzbw33WNRXVF1EynqNDyRr7EPNTxSF6I4znyeVYDpnNMQbw19VfFO+KJSq4zSjTQYDAaDYbHBBNsCg8SqnQMBBCtD+mFYulrvr9zrqj9D2xiKR0GWzWadqKF4m5qaQrVadblkFCKNRsOFypFM6co6c7pYvEMdCi32wPA8LfjAUD8lxfqeVnxTMUfypQRP3Ta2wS+4QWI7MTHhCmGUSiWsXbsWExMT2Lx5M3bffXf09fXhiSeeQEdHhyPWtVrNFW+oVCrYtGkT6vU6li5d6gSj5uewLf6Y00GlEFSXlSI6m83i17/+Nf7whz8gnU47IclxVRdRr0UizHNS5DSbTVcshXOE4w7AzRUKEOadaf6aOmoqtClu6AaruNEcLnVTOJ56HmCO7LPqIAUHhYEKM7pyGtpIcq+ilPerYaD8rIpQhpyqa6P7uPEnnz+2TdsIbHPOotEoent7kc1m0dPTg0Qi4QqhUKCWy2VXrbFaraJSqbi8MxUkbJe64GyDFmjhMXTG9V41bFAXeVSstpsTdD31PRVIvDZDDvV7TPPLuPik+Xp8Fjh2nLu8PsOOKRg1Z44VXAk/f1bFM/tTnUgTbAaDwWBYrDDBtsBQp8gXQrp6T3LVbDbdijuJshJLlvZOpVLo7u52uVVKuBmGxn2XJiYmHHHRAgokW1rUQlfvtYgJiRLbCWA7waKiVMPk+Hk6NCSA9Xq9bb4NiRjz0OgQ+WGTFDKaz0QSnM/nsXnzZjSbTey9995YvXo17r77bixduhSDg4MYHR1FNBrFbrvthlar5dyOSCSCNWvWIBqNOieEIZ+pVCoQAqgCUoUDieX09DTGx8fdvVCcc0PjarWKffbZB/39/a4wSq1Wc2GkWk1PBa/vGLENJMwk7xwTHTcN36Q4V5eIoLgjkfeLuVBwc2zV0Z2P0GsBCobJah/qHPDD5zQXitBcOF1coEBmG9g235mjkKvX60gkEq6tGlYXjUYRj8eRTCYRj8fR09PjNqVmSCufGS6CjI6OuvDhSqUSEOAsxqOuE8UMoXNK+1TDjHV7BQ3L5Lm4yKEuorq07CNdLNHN5vVZ5HjonGG4qeboagishkNSNFMAcwzprDMfT109/T7yiyCpS/uTn/wEv/jFL1AsFvGZz3wGw8PD+M53voP+/n789V//dcCNMxgMBoNhscAE23MEJcQkVbpXFgkmBVgkEnEb4XZ2djpyRFFXLpdRqVSwefNmNBoNlMvlAPnSVXFegxt007lQB0TDFUkKNaeIq+R0UarVaiAckeKSOW28Dlf4lVTzbzp3zGfhCj6vq+FWJJFKdpXEU9SxbVu3bsWSJUtw0EEHYc2aNSgWi9hvv/0wMzODzZs3Y8mSJWi1WiiXy66vu7u7MTMzg4mJCTz++OPo6elxOWizs7MoFovIZDIuhJXCQ90QFQSbNm1CqVRyIYOlUsmFVG7atAnJZNKJ2I6ObRt3b968GcViEcuXLwcwV0xB3QJWbiTJBeby2RSaA0lxRPKtOUPqpNBB0/3E2McqxjjunA8MgVVyrddRB0s3iidJVyeL85iVNiORiJv//KdFcyjIOGf8QhoqErT4BeekumpcDBkYGEAul0N3dzdyuVxg43I+S2NjY644CIuC6POkjpK/V6KKS4Yssr28lu8cUriqaCF08YdtVIGuLnirta3KJ3PgWq25okd+8Zrp6WmXy8rPs2AN+5P3yLarGOV9UFyr+OdCC+eZ5jbyntRx57EU8v/xH/+BW2+9Fa9//etxzTXXuP5btmwZbr75ZrzsZS8LhHkaDAaDwbBYYILtOUCtVkMsFnNFHijAWMKbxJ2gs1Eul7FlyxZUq1VMTU0590VDwUj+6HbQLeH5SAqB4P5WiUQikJ+ipJmkimSfgkPDMnUfMg3voojQct1+yW/NedEwLDp3PCehVeQYagbMhUCqGCmXy9iwYQOmp6fxyCOPoFqtIpfLodFo4L777kM4HMZuu+3m9oPr7OxEMplEqVTChg0bUCgUMDY2hmazicnJSfT29jqnjY7AihUrkMlkUK/XUS6X0dfX5wpJEHQWwuFtm23XajW3lxbFYLPZRDqdxpo1a9BoNPDggw9iaGgItVoNmzZtQl9fnzuPimsN9fPzrdj35XIZzWbTFVbRSqLqiGpInS80KHw0h1BdRHXRtD08t7p9fi4Z4Yt4Xl/DEuniaW4XnVfONz2nhnhqGCGFHhcWYrEYstksstms25aC/yj0NIR48+bNLsSR7q4vDv08P/Y5KypquDP7Cphb0FE3Tp13zV/jWKhbz2upqGNopj7j2k86rmyjhqLyGupu6djzXvS7i/OMz4C6qir++ayzL/ido98PDI9lX3FhiwL71ltvxSmnnIJ169bhX//1X91YL1++HJs3b3bzy2AwGAyGxQYTbAuM5z3veUilUkin045s1Ot1TE9Po1qtuuIXpVLJlSHX1Wt/fy6SGT+MEdhWqp4kluSHK/sq4khwu7q6XM4Z85N4TZIzXsfPpeF7mm+mLonmCKkzRMHFczCPSnNQSMLZdoaRsW2ECkAVbNlsFv/zP/+DWCyGvffeGyMjIygUCli+fDkGBwexdOlSbNy4Eb/73e8QiUSwatUq9PX1YfXq1YhGoyiXyxgdHcXGjRtRKpXQ1dWFvfbay5F0ipFEIoFKpYJ8Po/u7m7nxJF09/f3Y3Jy0o1ZrVbDhg0b3H517MNUKoVms4lVq1YhnU6jv78f69evx6ZNmzA8PIxoNBrIweK9al8zb1D/pvjWja79EDqOGcPdFOrmsJomP0uSzXaoONOQ1WZzW4ELLUFPV4kCQgU554rmPWm+nh8+qeGDFC9atERDMLPZrCsIwo3cObfoYFUqFUxOTrrcw3w+755NPgvq+vhhh+3mPe9Hc9R4HkIL/+h5eH8UZX6/qVPOZ5oFWnjv6roxT0wL9vD8KqQ4TgRdMrpuDLOleOLv+n2hTiZFMhd//FxDP3RRv+t0IYh9GIlEkM/n0dfXF5iLKmp1AcFgMBgMhsUEE2wLjEajgY0bNzrCRqeMDpTmniWTSQBzRRmSyaQj3CQ1frgUMCdcfNKseUjJZBKzs8F9mrSSI4m1rv5riBmwfVEHhoaRzGkOlValUygx5blJ6JWU0wXUECmSL3UYNKyu0WgglUohn8+j2WzisMMOQ6FQwFNPPYVsNutI4Q033IBHHnkEq1evxh577OH6fePGjS78K5vNoru72xUu6ezsRDabdW5LuVx240Jngw4FxTFzDin8mMPEjcUZaloulwNFYpgzVSwWsX79euy+++6OjNKB4hhR0IRCIVfAwSfCOldUHKszl0gk3Ht0EinCGX7Jz/u5ZxxLP5eqs7MzUN2R73Ojb82T8tvW0dHhwvT8ipK8Lgk85wbnIfPOcrkcent70dPTg3g87kTt7OwsKpUKpqamMDIy4orvlMtlVzGRbWb4nwozXo99qFsL+K6nbk7N4ilsOzCXk8VngOPGPuJ1tbIlQ2JV5FQqFTcXkslkYG8+fg8xJ1QLyPiho7oYo+dXocb7YCVKFc4qKtXZ09BounLsg5mZGSck+Tq/A3kPmpPJsRkeHsbjjz+OoaEhd4+zs7O48847sdtuu20nAg0Gg8FgWCwwwbbAeOyxx1zehYYcKnnharWumLPEfyQScfliFDTRaNSRJSWqPKfmd+lm2VoRjo6LrtBz5VtzlUgaSZ41H0lJHj9Psqr5Su1Cq1TsaKgV/9Ed5PG8Hj+nbdScOeYLLV++HPfddx8GBgZQKpVwwAEHIJfL4b/+678wNjaGdevW4aUvfSk6OjpQKBSwadMmV6CF5+np6XEFQlh9UftXiyNoDiDvs6OjA7lczuXVkWRT8OXzeTfme++9t5sLsVgM1WoVq1evxszMDCqVCrLZrBODKtC1cIg6Piow+JNhdxx3rQhJsQfMuVUUgipUKCzUhaWwAeY2seb1KUw1X0pFXTQadQsHvCfOZ8310gUIXodtzGQyyGazrmIjt35Q15FOWbFYRD6fd0Jc8zrVQaMAUWeNzwwFlOZ+8pmgsNF9xLToC4WeCkGOO58zilIVqSquNbyU7VQRrIKJz4yGsvI8+jmOG+cDn1EWQKJQ5Dn8e+e1uJjE1zV3jSHInIf8ntCN2dUxZbso2nQxotls4tWvfjW+/vWvY3x8HK1WC3fffTe2bNmC/+//+/9wxhlnBMIwDQaDwWBYTLD/vRYY7UKWND9Ly+BrfhoJjOZxcCW7WCw6gsxQNQABgshwQhJuCiG2gQSQrhjbp2FIKj5YGITv8bpampzkkKSUpJHn5ecYEsf+YZs1XwUIOmnaPySQuueS7k+3fv16tFotrF27FuFwGPvssw8ajQZuueUWhMNhrFu3DnvvvTcmJycRjUYRi8WwcuVKtFotTE5Ouj6v1+soFouYmJhwgo0FStjnbDcwJ1a47x2JZSKRcHls9Xodk5OTGB8fR6PRQDwex8DAAMbHx5HJZNz5YrEYBgYGXBEU9pVuCs6+0nBDjh9FmYbTMs9Ox0oL3rQr+MBx0/mr4Wack0rKSdgpLLUYh+9SqQvS2dmJarXqyHkkEnFjzL5NpVLuX29vryulTzd6ZmYGtVoN09PTmJycRKVSQaFQcBtRq9CjMGc/6cIBx1NFUKvVQiwWc5uq89nh+fQ+NDyPc5g5ZXqcOnB6bRVHFHxarZVbeajzpttHqCOvLqf2OcWlOmucNwxV1rmgz2FXV1dApKszSnCe6D3y/O0qUWpuKo9T4apFUQBg3333xVlnnYUbb7wR0WgU119/PVasWIHTTjsN++67rzlsBoPBYFi0MMG2wNC8DpJsAM550vwrhk3V63UAcy4FyTaJK1ekSTa17Dnf57XaVTGkU0Y3R0PalKgrYSUhB7YRKhYt4Yq5hlLSIdT9shgiqQSYJI65dzw3iTr7rFAouJApEk4VfKxWCACbNm3C9PQ0BgYGXEjjxMQEyuUy6vU6Nm7ciNHRUUQiETz/+c93hT2q1Sqq1Sqmp6dRLBadoMrlcliyZAnS6bQjviTHLFzCe2Tf01Vi+0mwSfiXLFniBFyz2cTGjRvR0dGBkZERxONxDA4OIpPJYGBgAOl0Gvfee29ADLGPNbyNbpUWitEx0c8y5JSChaQf2F7sk4j7m1nz3tQhVmeVCxNsQyQSCcxLijoVGRxDddLS6bQrDJJIJNDT0xMQpfV6PZAHOjk56cJP6UhSdPriWvM6GZas4bUa7qef8+dwO2dSXTHOD3UMuSjDNul19Fnj+GmeIh1z3hufCY6POtL6fcA+U4fcHw9gLn9QHWTOb70O28Xra5iufpewb0KhkGsznUT2O7/jNMeVn9dwTjp7nFNr1qzB2Wef7fqZAp9tMYfNYDAYDIsR9r/XAkNLV2vemoY1cbWZQsyvtKZCSVfpSbxJ0FhUgCFLJJIUGlr+nAVHGApG0UXCT5CA6cq9hkRp+XeSWRImXouf7ejocCGaKsiq1WqgL5SwsSiHihC6BlokgQLxySefRKOxbZ+qTZs2ub3VKLj6+/tx1FFHYc2aNS6nb/PmzRgZGcHU1BQajYbbvBrYJhj6+vpc5cCZmRkXzpjP59Hb24tUKuVEC10GEmCSeIYSknhSGLHiIMV6LpdzBTEikQiWLFmCqakpPPDAA/jDH/6AgYEB19cEBRVFvV9VTwm5hspR0KjDouKA808LqZCYaw6i74RQRPN8zHny91PTEFLm9kUiEfT29iKZTGJgYMCF6dIlpFDJ5/NOnLFAiIpVPyzUL9ChoX/AnIBTN0jzuNhfnOPcRoLzTqtv8loA3IJKPB4PhIvSQdTxoQhSUUUh5wtxLUbEhQw6ezwXnTB+1+j3jIbFqkutxT5YrIbX5/cMha5+r/G7xHfl/O8CVqZkgSVWF9VrUsT5xVw4Dn4INecpvx/5mVZr2/YbBoPBYDAsNphgW2Do6ry6Eyz5rsepC8BVaxVVGiqpok5zuPgeiRbJHDBXlY7ijeRXi5qQsKmLRQGgDguJJIkhSZkSY7aL9xAOh1GtVt3vJFUkgiSRPLeSTHU0KC7pOKjLMzs7i7GxMczOzmJgYAD1et25c0NDQ3jhC1+IFStWoFQqYWxsDA8++CCq1Sqi0Sj6+/td3ppWWeRGyAxhZNXPWq3mXLlkMol0Oh0grSpw6brxful8hsNh5HI55xDFYjFkMhl3/11dXVi+fLnbT+rRRx/F2rVrAcztI6ZhtL6zQ6FBgt1OjGtuFYBAlVHOSYo8EnyG1fL6HCedZzwnN6BWYcH97SjOenp6XPEXzgMNaxwfH8fMzIwTuBTAFJesusn5yvPwnnVu63t6j7FYzC2a0HnWLTF8163Varm5yPOqUOaYdHV1ua09Wq1WwEHn80choosh6k76QpnPpxb60Tw4Ls5QJHJM+TkNfwXgFnq4kMJ50dnZGShwwkUXQsM6+b2j/U/hpRVqNZyWQky/81SohsPhwBYlp512WmBu62KWotVq4fLLLzeHzWAwGAyLEva/1wJDXYhareaIoYYikXhooj4wtxKvAkeFE0VWNBp11e0IEmq6DOrK6OsUTXQBgGC4pjoRGoJFJ4kknOROiZaKFZI0zavSVX6SOvaJkku2l2GBwJwoZX91dXUhn8+7Qh/MTZuamkI6ncaSJUuw7777Ip1OY3JyEoVCAVu3bkUoFMLg4CD6+/udYKjX6xgdHcXo6KhzLdPpNHp7e12FR+a06X3SRYpGo9uFbWr/q0vC/kqn0xgfH8f69esxMjKClStXumqR9XodMzMzWLJkCUZHRzE5OYlsNtuWeGtIIh1QijWKZ3WPVBAACAgq3pOG86k7S3eEgkXnE+dZvV5HR8e2YjeDg4MYGBhwOYDMgeTcnZmZcdUaud9ZsVh090kBpGGp6hzzmroAoZUHOX+4gADMbVuhuXu68KFhjNrXGt6pAgoAkslkYG9DLmJQDLFdWh2ReYu6+KIuph/Gyvmk4poLMxQ8upDC51PL9vP+Q6GQ275Cn0G6rfy+0blLR1PHht8PBPuxXq+751TzaNWR1xBMgnOKc6jZbOLNb36za0epVMKNN96IdevWYc2aNQiHw3jsscdw//3349hjj3WLAgaDYdfBynN+/Fw3wWBYFDDBtsDQcEXdX0zJGleoudquq+xcQVfCqSvTQDBvjeRZ88P0WBIkOhQaAkkCpeci4SVxY2EI/zWGOjL8kmJPnS9CnQl1Blj5kiFnbK/mxZDcUrCSyJI0DgwMIJ/PAwCeeuoppNPpgHugIX5LlizBAQccAACYmJhwlSJLpZK7x+7ubixZsgSZTMaJDBJRDUnle3Q1SVD1egw5azS2bVKseWWZTAbr1q1DPp/HyMgIKpWK669IJIJsNotwOIx9990XTzzxRKCyHkWzihASaIoMOkbANndXQ28jkYirEkmRoPmCvI6Sbp1HOoahUAipVMqFddKxTKVSbs7QZRobG0O5XEaxWEShUHCl9jnXffHOuUVRrOHCfsimurc8Rp+xarUacL4BuOeR1U4pfnlNOmF8Vng9XyhRgGqRFc4FFVYcOz6zvGeOw+zsbCDHlGKT90IxWa1WnWPPMedCAseG1+A8ZHvYRi5AaCg1v280zJHzWcMv6QSz7ynq1FnXhQEVebyGPsd6fS4QsA9e/vKXu8998YtfxPHHH48jjjgicNzNN9+M+++/H0cffXSgrw0Gg8FgWCwwwbbAIEGlcCJZArbP86BAIyHS1X09RvNV6Nqp++QXfiBpURLMnCzuCcewrWQyiUql4nJNCIYD6qa8zMNS94FujhahYHvU5aEw40q7hgsqaWXbp6enkU6nAzlufiU7ioTZ2W37bPE+JyYm0NPTEwivqlQqSKfTGBsbQ6lUcu2MRCKIx+OIx+PIZDKuCiHdhnYFNrR6nzpu/NlsbquUqERVNwPnuWdnZ124ZaVScaSdwpqOIQuWqHDRUEz2h1YuZDgfAOdY0G2hAwLMFZig4KHzyfbpuWZnZ11RkFwuh1gshnQ6jWQy6eYnwyhrtRpGRkacu5nP5wNl7fV5oGumDo7mhNHZo6jSEGDOl5mZGVcYh6IBmAuXpLun4ZzsA7qSfDbZT7yGut0aasnjOD/UbeazrTlYkUgE5XLZ3Q+wzX0rl8turnPhQhdpuODBealFbUKhkHOVKPBUaGvYK/uY85fVTXUe0cmkUNMx4hxRJ48LN+rWcU7xc/rc8HjOOXUsGZUQj8cDwptC8L777sOJJ57oxoJjvc8+++B73/ueGwODwWAwGBYbTLAtMEiySagYnqhOgb6uDhtJN0mMhlXq5sdKVjSvLBqNolQqIZ1OB8p/655bdGpIhNUlIFFSMQnMhVTy2lp1Ugl2uVxGMpl0hQoSiYQLt9QS3RQcLPlPJ9LPvyJR07BRACiXy64Pu7u7MTIy4lwH7vG1fPlyRCIR3H333ZiamsLg4CA2bdrkiGN3dzdyuRympqYwMTGByclJbN68GT09PVizZg3S6fR2+62xTyhm2uVJkdQqYQ2FQqhWqy5ETavycWzi8XggPyoWizkxt3XrVjz55JPYsGGD6xuOAcU87ysSiTi3kNAQPs3Vo8PKe6EQYNuTySSy2axzzCjSKG54znw+7/L7WFafAlMXAdgXKlboomrIHvucQoRCVgk+Fxjo+Mbj8UB4pi4GUMBR5HI+apEOLZCiCwwaLgnMbbtBwUMByLZSoHCMNbSQ4bZ+uDDHnhU8WbSF3w98Rnh9PnfqrrMv1CHn4oBWcNX+0GIpBOcpP8uQTP6teWa8T40IoGOp+Y4cb7aPc18XqTifKeh8J7XVaiGVSuGOO+7AK1/5yoC797vf/c4VKtJ5bzAYDAbDYoEJtgWGror7hIir8irgSHxIbPk5Ehet8EZyTuJJMUfSo+GWGnal+T9+LhsLLWj4VqvVcnlydAmUuLKwhxYnoUDjfVDckBQnEglHLEm+WXVPw6no6lFgMpSzVqsF3Lxms4lqtYqxsTEAwIoVK1z+Uzabxfj4OO688050dHRgYGAAXV1dWLJkCYBtOUfRaBSPPvooHnvsMZTLZfT396O/vx8rV650G0VrSCv7jkSSLgXHOJ1OOxFEYcStA7jXWLVaxezsLBKJBBKJRMCh0zykTZs2ueIPExMTiES27QUHwG2qrqJJc5AajQYSiYSbC0qW/Q2rKThZzTKVSqGnpweZTMblnbHgBPuhUqlgy5YtqFarzqmcmJhw48qx0dwydev4mvYh26nzVvPpOPco+NjH6gLRXaK4AOZCRSlCNX8KQEA4UQgyTJcOOcWPOpa6SKEOEu+LoZZ8dvg5CgoKbrqDbLuGLHOes3iJustc1NAcSX5ORadukq3hqRSXdF61EIjmabKvGXZJoczrUlwDcy4svxf8MEoer4JPHTuOjbqWKuTC4TBe85rX4JprrsGDDz6IlStXIhKJ4PHHH8d9992Hd7zjHYGcPYPBYDAYFhNMsC0wNOSPq90kaCS/JKMAAmRPCZMKrnq97ogtQ/koKoBg6WslpAx51MpyJEladTKRSLQlfPF43N1PR0eHC6ekm9HV1eVyr9RR0lBJkkYVFCR96trxdxLxWq3mVs0pNJiHRSeiq6vLVYbcsmULUqmUK9hx//33o7OzE+l0OnCe3t5ezMzM4LHHHsPY2Bi6urqw5557YunSpYFqeNVqFeVyGQDcPdAJZdhaNpt1JFSrJpIkT05OYnJyEhMTE5iZmUE2m0U8HsfExATy+Tyy2SwGBgYCThIwV8EPALZu3erI+saNG53w1D3EeD0NG6QzQiFMUc4+SSQSTph1d3e7nCiKhVKphOnpadTrdVQqFYyNjaFSqbgtEDiPtBqgFs5gbh+vTYFJR4bCkTlZDPWks8rzcrGAzqY+HwyxZHgsXUZ9HjinKGooANhmFQQUEnwuuOjABQk+kxQSWrqfG1vzGeFzyBBThuzyGdPwT85pDZnWHD4+r1pNkfOD19AQRT93jPeq4b31et31sZ/36OeB8Xljf/F7R7cQ4LzX70C2VR10PY7gMRTGHB+dK9PT0zj44IOxbNky3HTTTbjrrrsQCoWwZMkSnHPOOVi5cqULtTQYDAaDYbHBBNsCo1wuu0p4WrCg1WqhUqm490hglIByryc6ayS0PEb/1qpwJFAk3BQY0WjU5acxr4oVKwEEtgzwQ6B84t9oNFxVRWBu7ykSJF3lp9OiYVoAtgu51NBBhriR8KuDxDBS3fKA9xAKhVCpVJDJZNBoNFCtVpHP57HHHnugVqth6dKlGBoaQl9fH3K5HDZu3Ig//vGPmJiYQKPRwPLly13JfuaNMVSNJJ5EdXp62glmug65XA6t1ra95Xh/FB2VSsVVpkyn0wiFQhgbG3OiKZlMOleF16tWq6jVaqjVakgkEli7di22bt2KjRs3BhwgjhHHhmNOkg9sE92pVArxeNxtRs1iKiqIpqam3N5mk5OTqNfrKBQKbmsD9g0dK3VxSeS10Azntp8T2W6uNZtNJJNJJwA5X3SPNA0h5vk1NNIXYip6tH0azsj2+WXt9Rnzw/Y0nJgOKMNm1UVieyhU2m2NwOvRhdIKou0qfbIKqDrk+gw1Gg3MzMy4nE46hPp8al4f28Ix5b2rwFWHTUUuw0cplvU50fBpLrRon/uh07xfFkXR7x8VsZwzq1atwnvf+97tCqmw702wGQwGg2ExwgTbAkOLJ5RKJUf+/epvwNy+XVrcQl0LzS2jY0eSAiBQkpsr3c1m0zlALEevxE3zWigWSICVdOpGyH7oGF0MFq/QUtp+gRCSL4ZYKrnX6otsB90OupLaBl25Z79u3rwZ2WwWU1NT2LRpkws5LJfL2HvvvbF69WoXCrl+/Xo88sgjyOfz6OnpCbhzAwMDSCQSAOaKSJBM0mWi6CVhz2azzjmlOwAgEOaVyWSQTCYxOzuLLVu2BNxO3nNXV5cTXJwHkUgEyWQSiUQCTz31FIBtTihzu9TxY7/Pzs4il8thcHAQqVQKyWQS3d3dAeFAcp/P5zExMYFareZEWqVScYsMDOlk+KWGzOriQSwWQ6VSCSwsqPjVyqIcf83T5DNDh4qggNMiEpwTrM6ZTCbd86PhoRT/JPtsr4pKDWWkw8y/KVSY/0knTZ8FDedT10pFJp85hqnqXOa9qRClSKH40UIump/HOartAeC+Jzhv2TcUahwb9p+GnGp+KR08FXv6jLJwCgWshojSuaMYpNPKfFnm+2l12Uwm467DNrEPOBeAbZVdOY6E5nKyMqnBYDAYDIsNJtgWGCQToVDIERFNxtdwMiXdJF4UZgxtAoIkj8JMc0NISlVo0NUi+aITACBA4LR4AQmZFjPgtUKhkAtdI9Hu6OhwoWhsj1agJPHlKrufr6UkmqRPQ6d4bwzDIvFnn8bjcSQSCcRiMfz85z8HsK3oSzwex4oVK/C85z0PS5cuRa1Ww4MPPojHHnsMsVgM++67Lzo6OlAoFBCJRLBs2TL09/cjHo87kUGXiQU1isWi24ssk8k4gs/cMj9/hg7JwMCAc9ampqac08WcN94371E33C4Wi4jH41i3bh1++9vfBgpKAHAVG7u7u5FOp10lRI7J1NQUGo2G27qgWCyiWCyiVqthenoa5XLZzQ3OBbqkWn5ex0XdGIY7ss94DMm5OjB+SC7PpYU2dK5z0YBClu3h8VwUaDabruoiF0XUIdJnRYUUr0P4eW9avVBz7fiTx1OwzM7Ouu0TeH8UPHzu/Rw4vTa/CwC4+1MnjN8R7UKf+RrzS/meLvyUy2U3ZqxgqmOi3xdaZVNdST63XDhgm9heDbX2XUrOKYZy013kfGNfUqBrJUoed/bZZ8/3tQsA+NrXvrZduKXBYDAYDIsBJtgWGBqioySGf/MfALfizNwp5uUAcwUZSBAZCkfSpqF6JIokOCS2WnCgXTgZiSM3RuZrWjGP5I3iUElkpVIJuGskX7wmBQDJHomb5u+wOAYJuhJDHkvhoGGWDO1btWoVbr31ViQSCdee5cuXY++990Zvby8ef/xxPPzww0in03jxi1+McDiMsbEx50YtW7YMvb29Lmx0enraCbR8Po+xsTFXNKTV2lYRsdlsYtmyZa6tmUzG/c5xnJ2dK9k/OTmJ2dlZDA8Pu6qAs7OzKBQK7n7oFrHfu7u7naicnp7G6tWrsXnzZvT392NwcNAVctF8pdnZWZTLZYyPj6NWq6FQKKBQKATGln2o8473phUvVRxoZUIKS60gStLOYick4BRTWgyEc1IFFXOheH2OuYYTapv8hQDdrkBL0gMIhH7ynils+LeGKEaj0e22QVDXmAsj9Xrd7dGnYldFIduiTjOfe7qyGkJL0aaLN52dnSgWiwDmFgUY7sy95ejEqTtFxw/YJugSiURgfHk+Fbj6jLLvKcA0NJrVHCmYufjAhQd1Y3UrhWg0GvieYqEitlEjDjh/9O/zzjsvEFZKV/2//uu/cMIJJwSEtMFgMBgMiwkm2BYYDHVjaJC6ESRb6gzQiSE54TmAudLkzIfRkC0t+63V4gAEVt5J6jV8UUn+6Ogo0uk00um0u6a/xxQJMKvfkVzyH900ijQSMYZfkUgmk0l3r2yfhuux76rVqiO6JGflchmZTMZVvysUCm4j5lQqhZUrV2J0dNS5ZQDwyCOPYHx8HOvWrXNiq1qtOpG7dOlSDAwMuHsolUqOyHOMgDlBw4216VgwBEvLiZPs6rGhUAjZbBbAnICgwOH2AXQgUqmUu+9cLudCFWu1GnbffXcXYkmxT+dsYmIClUrFFbdQkayFIvge3THeH0UA5xznEecM3VPODVaWpLuSyWTcPOXWArx2R0cHisWiEziaJ8V+ViGvYos5oer2aZu1aAhDEjWElyKPIX4UYwDcfdBtY7spuDs6OlyBHY6tLiawnZqzpYJI9zZknhbnvTpPbAffazabqFQqSKVSgeqrej98/jXkmfNOwzp5L8Cce0hxpkKdY1MoFNwY+vupAXCLR7xnLgBorh/vIRqNuu8G3qu2j/ehrmutVguMHe+pVqth2bJlCIfD7p5nZ2exYsUKpNNp3HTTTdhvv/3MYTMYDAbDooQJtgUGE/R1tZxipNHYthl1R0eHK0JRKpUcudHcMQ2H1EIkuukxyRZJEAkYySZJqr5XKpXc+cLhMHK5nCNbfJ2uG9vBkvokiQxRY54TUa1WXQGJWq2GRqOx3YbIutquBJikjKKQ7SEpBIBCoeD2rIrFYk7wPO95z8Ojjz6Krq4ujI6OujL4zWYT/f39LhSSoVyJRAJDQ0PuXHqvFJW8bxJ2CotWq4V0Oo2+vj7XxxryxvY2Gg2k02lMTEy4Mv6ZTAaFQgETExPOkeHeZSxg0d3dje7ubhcKODAwEBA/xWIRGzduxOjoqBOfbBePofgiSaborlQqgeIhKkyYj0Sxzz5R4a7Cgo4bHScW46ATxfkZDodd+1XQcA6R3LNoi76nY08Bwt8pFClcGU5KMRqPx904sh0U1+yTzs5O5xSxKInmijI0E0DAueGm7hrmyH4Ph8PO6VW3if2hjhzFBZ8LhkKzT/mMAghsr6B9wjBDPuucCwCc887+9PfPo4ClsNJwR3U1+Tu/e7gdB4u20CXTfqLDp+Ha/D7QsGnOJYo33btRqz7S+dTvOLazr68PTzzxxHahpgaDwWAwLBaYYFtgkPiRmGk1ODpdJFAkQkomeZzm15BE0u3QlWy6JCoMtTCIro6zPeqGkaxpPhUwRyJ5PF0QAI7gc8Wc90XXRosjqCjjvWjhEJI+Ok26D5aei+Fc6hJ2dXUhl8s5sprJZHDXXXdhaGgIDz74INasWYP169e7No+Pj6OnpwdDQ0MYGBhAPB53oWlK8ulcAXDl5Gu1GiqVistpi0QiWLFihet7dQ204l+rtW1fuK6uLmzduhWjo6OBcEK6JCTkGs7H8y1fvhyjo6N4+OGHMTMzg0ql4sQLHUe2VceGgkMdDPY9X9NxTyaTTqyoyOA/jqc6Wwx5ZGENvs4wR7ZHnTpfEFAwaT+qi8JzsX/osvA1DRHWn8yDArbtvUf3RkOGS6VSIJ9Sx4Ubf7Mv+NxoTtf09DQymUzAZWK/09WkSOS48zX/vllMxj+O48Aqsvo9wzFVJ5z3r64cxTnz1RgGze8bdR35/cL5y4Uh/R5RF5zPqYpW3XtPXT6KRhbv4fV4foaA81zsGwpzuo+MNpicnMQPf/hDDA4OBsLNDQaDwWBYTDDBtsAg4SAJ9PeFovhi9TkSJZbfV5IKzIU5cgWeq9XAnPuhIZF0x0iSNDcEQICAMnyMOSlaPIAijWJOCyKoUzA7O7dPmhJrkkaKRL2+TyYpBkk8fVeQIVt0+er1uhNBoVDIFQ959NFH0dHRgS1btmBoaMiNBd0Uhk/19/c7gUhxwSqPbEej0XB5bAxvXb58eSC3ql6vBypL8jiOUalUQiaTcWKaIoWuXjabRTKZRD6fx8jIiHOwuru7Xbgmc49ITh9//HFHlukIasESOoFaeZT9zfA1hi7yXpg/RrFGAZZOpwNFOPg7r8/74bxhfpLuD8i5w7HQfQo59qlUyrWXfc85ztBarV5IYs7FBg0VpDOnhUCq1ao7Lx0cdWK0TQBc8RIujnAO8hnhvam41dw8FkGhGNXcqnA47Kos0k3jM8xx5sIEhS7vmzlg3K5BhSWfc7aNYb7qGDMEldflXFVxS1FH8cc+4djrdwjvj1VOucDDxRsVbnwmOG+4sMHz04WlO8scQTp1zWYTp59+etvv3O7ubpx66qmurw0Gg8FgWGwwwbbAUHeIbkM0GkW5XHZOCCvrAXP5LFxxJ2mjWxUKhZBMJt2qM0ujaz4bS6KzuITmkdDl4Go+SS0JsIadkbSSgPMYEr3Ozk4n8oC5ctsaOsbPsr0kccA2oUJCBmA7kkeiyhA5YFupchJekmUSWeYczczMYGxsDJOTky4krbe3F52dnchkMsjn8y7fLJfLOSI4MzPjNramyCmVSigUCq6iohaQYOGQpUuXOudN8wnVgdCiCyS+8XgcyWQSmUzGFSph1cZcLodGY9um3OVyGRs3bkSj0cDAwADS6bQrkDI6OoqtW7cinU67nDOG37HPGObGAiocN1ZvJBmn0NG5yjlFIcfxVTFEsaj5iLyehuJSBHJuaR6nHkMhxzGlcGNen27ozLkEwOVV8llgKC2fLZ5TF0u4sTodbbZNxYW6zAwVZUgnw5e5iMAFCxXAnBMURL6wVSHIPlXBpYVhNKySfah5jrw/umZsN+cFn1M/55XXoqvKPtDCQJqXps4s5wQAJ7aZ16ZusS/sVXxqLlxXV1dg/DmGvAaF3Ic//GG3OMXw8b6+PvT29rrzWw6bwWAwGBYjTLA9B9AiClp4gISzt7cXoVAIxWIxkDOjOTVc4ac4o3sDzG3ErYKLYiiRSAQEj7oHJE50loC5MDoSNuY4kaSxQEdnZ6dzJzTEio4HCz6QcJMQktCSxDHsiwRVr83wKxI49gMwt8KvDle1WnWEN51OuzyxZcuWOQF0//33o6enB6VSCbvttpsrf68EuLu7G2NjY9i6dSvGx8cxNTXlxEckEnF5fhRpExMTWLp0qSONdOgoiEg0KW74r9FoYNWqVejo6ECpVEI+n3el+4eHh10OloqjfD6PRqOB3t5erFixAs1m0xVbodDWjYc5Hyj6fUHOMWP+3OzsrNvAW0NQueigYbUqQtXVpaDQHCwtbsK/6c4xB0rFFcm6hshpniPnMp0zChKKAoqARqMRcJY0NJUurYaIail53ctQQ/AorFiZsVwuo6enxwm8VqvlioQwlI8ij889HUE64BSzFCwMleZzRzeQz1Y0Gg1sek83Vot/aM4e76PZbLqcT80t5NzgIhHDPenisx08nvfBZ1rnA4Wezg+/oA3vh3v96TYQdFv5PVWtVp344vt0Sffcc08naHVePfzww9h9990Dgt5gMBgMhsUCW25cYJBUMSeIICkmkWLOFIkSHRrm1tCFoPtBoUIxE4lEXC6Xlg4Ph8OO/PH8JKoMS9K9vvzwSt4DACc4KVxITrkyzmMYrkVHgkSKoVIkYySPFAF0LHQLAraFbSMhJUEjySXZjsVizpHKZDLYsGGDE15PPfWUEzzpdBrxeNyVuudeZJVKBZOTk06oZbNZLFu2DKtWrUJ/fz96enoQi8WQSqXQ39+PoaEh5HK5wGbAFDQcAwXFSTi8rcALXZ5SqYTp6Wlks1lkMhkUi0WMjY1hZGQEmzdvdu4eAJe3Nj09jb6+PhxwwAGOgHMslaxr4QkSazq4Gs7KEvcU5rVaDbVazbl8wBy518qAMzMzjthzXDU0UfOIOIc575PJpCPoFM4atqm5kpoXqK6uknydY5wjdPvq9bpzbtPp9HZuEUVGsVh0IcpaQIbzmKKO98xxpzhj+zW8MRKJoFKpBKog8nx8jvQ5ZL9x82vdqoNiXxdcVFRqOObU1JQbQ/Y/+0PdMf2OYR/yeL7uCzUuHlEU6Zho3h0XWlj4hmPD0EZ+F+kCDK9DcUpnrtFoOMF5+eWXo1gsurnM/i8UCrj00kv/pBy2jRs34i1veQt6e3sRj8exzz774M4773Tvt1otXHDBBViyZAni8TiOOOIIPProo4FzTExM4KSTTkImk0Eul8Opp57qnhvi3nvvxcte9jK33cill166XVu++93vYs8990QsFsM+++yD//zP/wy8vzNtMRgMBsPihgm2BQaJju7nxNe1GiLfo3tFl4zklkQFgCO6JNqRSMRVc4vH446wceWeIZQAHJknodOQNpJoij5+RnNJuGcYQwaj0agrK68FBoBg2XC2myRZBWKr1XJ7SJGgqytAAkwxxNBKEnRgG4nJ5XJO8ORyOYRCIUeSp6ensWnTJqRSKcRiMQwNDWF0dNTtiVar1ZyrxpDIRCLhipNs3LgRhULBVcaLRqNu0+tUKoVsNutcA7pAmqfDkDmGb1KgtlotJJNJDA4OYuXKlVi9ejWGh4cxMDCAXC6HTCbjRAPJaaVSwaZNm7Bp0yZMT09j6dKleN7znudEHwCXX6VhgOxPumCax1SpVNwWBhTNyWQSiUTChU+qCOG5otGo6yeKGV6XxF4FA3O1eD72AQUgRbzOHwoWPjeaW8h5wOI0fjEUzh8KAy16oqKOOWLJZBLZbNaFPnKxg9sWhEIh53TxedNwz1Kp5NrPdlJIAHMFURiuyTnNtlNcU6RoGCrnPs/DY9km/V7hwgufWQ0r5XzgIpGGo/I51e8uP+xRi3+omG7n5PPzup+kik66guqeM6RSHcHp6WknlFUM8juK88l3dnnOHWFychIHH3wwOjs78ZOf/AQPPPAALrvsMnR3d7tjLr30Unzxi1/EVVddhdtvvx3JZBJHHXWUm9cAcNJJJ+H3v/89br75ZvzoRz/Cb37zG7z73e927xeLRRx55JHYbbfd8Nvf/haf/exnceGFF+KrX/2qO+bWW2/Fm970Jpx66qm46667cPzxx+P444/H/fff/ye1xWAwGAyLGxYSucDQUuUUZ1oBjaRX88OAOdKkIUkMpWOhAc0/AuBEjQohzW/TlXsVEiSYGoaohQfYdrpBJMF+WXZek8VTSOoBBMIASdh4/3QYdWWdwpYr8rxXno/9RHLKghPc3yudTmN8fNyRzEKhgM7OTpRKJfT09GBychKpVAp9fX0AgtUOi8WiC1Gk2xeLxRCLxRCPx5FOp5HNZp1TyfA7ClsKAb2v2dlZR/R5PeY8qWM6OTnpRCEdOm6i3Wg0XHgYierWrVudWG02m24/OM4bCg4WotBKhexLrfinJdoZzqoFUjjemiumLp2GHBIaEsewX7pWdH05znQJKWQ4zzSUmKRdX9OwQ4ZF+i4uXV+GSOpigob7cb9AfQ4ZQknnkKKAPzk/mQPG54VOlobCsp3sP4oYtkfdJD5zKhBV3FIM6XzhfWsoM9/X7yWGPGoxE34HqGvK+csFJTqVzJ9jPiuFqb/VSDQadQsr6rBpuLAWLeL3jYaO032dnZ3FV77yFff98PWvfz3gYs/OzuKPf/wj1q5dG6h2uSNccsklWL58Ob7xjW+411atWuV+b7Va+PznP4+PfexjOO644wAA3/zmNzE4OIgbbrgBJ554Ih588EH89Kc/xR133IH9998fAHDFFVfg6KOPxj/+4z9ieHgY3/rWtzA9PY1/+Zd/QVdXF9atW4e7774bl19+uRN2X/jCF/DKV74SZ599NgDgk5/8JG6++WZ86UtfwlVXXbVTbTEYDAbD4oc5bAsMhvtoqXCGLjJXjeJNQwVJ1BlGRHKq+1tpKBHJDwkPr8kCFLwOqx9Wq9XAXmJasIAr3CSgJFAkr3TxSPQ0b2d2dhapVMoRTn5eV9rj8bhzBLWduk8YibS6jGwfxaFWQGTxiJ6eHjSbTaTTaSSTSSSTSUxMTCCfz6PZbKKvrw/RaBTxeBzLli1Dq9VyoYHclDoajWL16tV48YtfjP7+fud0dXR0oFarYXJyElu2bEGpVHJ7s3GsKK6AoOjWCngAXP4WtwdYv3497rnnHvz+97/Hww8/jIceegiPPvqo+/n444/jqaeeciGS4+PjLmxx8+bN+OMf/+hy75TA0h1i29guijHmL9JpVSdHHVgKgFqtFiiGQxKt48O5rNURKVa4ITudKYay1ut1tw8XHU/OF3V4+b5WKdScKT4/FEzqFut7Kk60/XxmdQ4yP5KiTEMwKWi58ALAuXMUhhoKzfnL55rzj4JmenraFc6hcOV40mWiYFeXUR1ygvlhfsESPmPqklPQ8n3NhdMqtwwp5T0Vi8XAvdE9jUaj7h/7WV1GYK4oCOcR28P+5HcahTYFXCKRCBSS6ezsRDwedxVV//qv/xrvfe97ASCwL+R8uPHGG7H//vvj9a9/PQYGBvCiF70IX/va19z7TzzxBLZs2YIjjjjCvZbNZnHggQfitttuAwDcdtttyOVyTqwBwBFHHIFwOIzbb7/dHfPyl7/cjTUAHHXUUXj44YcxOTnpjtHr8BheZ2fa0g5TU1OucBL/GQwGg2HXhTlsCwySK4oWzStiuJqW+ufquobN8TgKJZY1B+BW7LnyrpXhmNMCwIXLUOwQulKvRRWYY6eFKSgSeRzdkWq1GiiwoEVDqtWqI9YaltZqtZBKpVAoFBxJJDklke/s7ESlUnHkmaSUmyqzSiZzr8LhMMbGxpwAjEQirhjE5OQkli5d6oRls9nEk08+6YRFOBx2eWmbN2/G3XffjXA47Erts6AJABeSNT4+jlqthnK5jO7ubvT29rpz0dEC4EIlNVyvXq9jenoaExMTGBsbQ61WC2yRwG0GKLboKhUKBYyPj2Pz5s2oVCpur7OZmRmUy2XXTm5YTsJKVwuAc4S4MMDxoIBgqBrdOX5eXRuOPxcA6ETyJ+cCiTXnnIrXVCoVeFZY5ZJuJM+jFSwpXiiw+QyoMEylUu4zGjrIe+TzRnGj+Wn8neJGwykpMPy8Lm7wzOdEnR0KQZal57zgM8EcV7pouiE2vy9KpZK7F+a60eXr6NhW8VVDXPn8+fl3vAe2jeNcqVTc3/odwZ8a7sznWPtHcye14qQ6ehT4ui2FPt8UhzrmhLqUnZ2dePvb346Ojg709PTgmGOOccK8UqkgnU67+Vgul3eqrP/jjz+OK6+8Eh/4wAdw7rnn4o477sD73/9+dHV14eSTT8aWLVsAAIODg4HPDQ4Ouve2bNmCgYGBwPv8/tFj1LnTc27ZsgXd3d3YsmXL017n6drSDhdffDEuuuiip+0Lg8FgMOwaMMG2wKAboHlEGmqo1e+Yn0TiSuGhBSS0vDldAroUzOUhIef1tcS/uhBcXa/X60in005QsL0MDWMbdK84rogDcxUE6SyQWFHgsIQ980sAOAdPKxtqWCSdRIZQkYyzP3mfFLm8J+4Vxv7q7e3FxMQESqUSisWiq+o4NDSEVCqF3t5epFIpRKNRVCoV3H333cjn8xgcHER/f7/LPYvH445wcsWfWwxwvAqFgqtOSRKqBJ5zgDldtVoNmUwGPT09bmzpNuXzeUxOTiKdTqO7uxuJRMIJ876+PidWQqEQyuUyRkdHsXnz5sD4UUhwzpHsU/xr0RCKAB7XaDTcvAGC+Ycazsnx1+qCWvGR/cC+4Fyh6AbgRArfozBhG/hZih/uM8fPUthQuPI1ijU+B7wPnlv3Q/MFHjBXDZFFRXQhgu/TdaP7xYULihU6GXS6KZ40lJP9yRBInk8L2KjjR6HI9lOgas6ZCksey/HVkFVek33L0M/Z2VmUSiVXwZbfFzwHP6thwRoGzbnC7x0Kcc07pAOvBVsoRPX5Ydv5Gb537LHHBoQyXThuEUDR+nRoNpvYf//98ZnPfAYA8KIXvQj3338/rrrqKpx88slP+/nFgI9+9KP4wAc+4P4uFotYvnz5c9gig8FgMOwIJtgWGCQMKpAoxpQkMjSKJFsJJ4kbHTQSSooZOj7qIJCQUyBpARBen/lo6XTaVV4j4aHDoqSURFxdt1Qq5ZwXf3WdRE5JsDqMfJ1FLZjDxD7RcLxGo+Fy5hgyFYvFkMlk3J5q3d3drqT+6OgoBgYGsGnTJhdWOTU1hWq1iqVLlyKRSGB4eBidnZ0YHR3F6OioC0M98MAD0dPT40IpR0ZGXLheMpnEsmXL0Nvb6zbrJtGlqFWxouF5rVYLpVLJhY5q+BoJOUPNenp6kM/nsXXrVoyOjmJoaAjd3d3OdS2Xy06kcxVfyayemwSZwl7nHYUFnVzOWfa1imx9ndUESd7prnC8SJopdCkmSKrppFDgaWiizhOKlY6ODpdTyPlMwa6igG3Wv0n8uSigOXucW1oEh66thghz0YSf4fPGOa6VLdXd0tL4FBwUJWwjXeeuri6USiVXOZNjxfvk+AFzQotzq6OjA5VKJeCw0w0FEBhrbkrNrTJ4n+oAUoxpKCrnDM+p+ZsAAmGUulk2nbxQKOTaqKKf4lEdU16D32fs10984hP4+7//e6TTaXziE58ILISokAaAiy66KND++bBkyRLstddegdee//zn4/vf/z4AYGhoCAAwMjKCJUuWuGNGRkbwwhe+0B0zOjoaOEej0XCLQzxmZGQkcAz/frpj9P2na0s7MDzVYDAYDIsDJtgWGB0dHSiXy24FmgQJgCO1DHGkE0WhRAJJ8kLRReGkjogSdRJrFVjAXFgSMLdfFtvF1XrdzJsk2s8rI4nV9nd3d7vzk4RRIIbDYRfylUwmXfl+Xo9EjyFvdBjoQpA85nI5V8WPeXAkgjwP9yBLJpPo7u7GE088gUKhgP7+fsTjcYyPjzsCvXHjRhf++fznPx+9vb2ubD83y966dasr5MFrjYyMoFwuO1GWzWYxMDDgHCPmpjFvC5grZ18oFAIhkyz6wn7TvMSenh4sW7bMiSCKxq6uLgwODqLZbGJyctLl0TEXSSuLMnSNY0chTfGk+WU6DxScW8DcFg8cPy3gwZBK/uQegswf49+65QPdNh6j19ZwT7qbOj8o3uleccGgu7s7UPiC980+pIAD5hY5GBrLYhwUd3SjKPT02pzvKj457ylcfDFIYcSxVNeQbaNw4esUYRQtKozD4W0bw+sCgTpw/HwkEnEFeZhjyoUFf5sC3XaB46+ON+9FxRZ/siiLv8UFvy/YFt63Fhhirq0+86VSKeCiveAFL3DPxwtf+MKAY6nOIUOfd0akHHzwwXj44YcDrz3yyCPYbbfdAGwrQDI0NISf//znThQVi0Xcfvvt+Lu/+zsAwEEHHYR8Po/f/va32G+//QAAv/jFL9BsNnHggQe6Y84777yAQ3zzzTdjjz32cBUpDzroIPz85z/HWWed5dpy880346CDDtrpthgMBoNh8cME2wKjXC6jVqshl8s54qkhQyTCJDd0tiiSWE5chR6LP5AYkrSQaNFxY4EArfjn55WoaGMuihYqqVarjnwpgSXp5u8koBSImuukxEz35yJBp2s4NTXlyGQymXQFP7gtAV04DYuMRCIol8vYunVrICSRpcwnJyedaxEKhTA8PIxKpYKHHnoIqVQKg4ODjsRmMhkXMvnkk09iy5YtgXbXarXAZuCsSMi9rhhGyQ3FWUGQY1Iul12/MseMY1UoFFxfj46OujL7HR3bSq8PDg5icHAQ3d3daLVayOfz2LRpEzZs2IBisYjJyUmEw2H09PQEqiTSBdNCD8yzUxHGPCaC7ocW2GBFS90/kBuzqzCtVCqBcvecV+oaawggP8/+8HOj2Gf6DFC8UAypCGWOorY7HJ7b8oLFajQMUN1sdbW4sMFni4KapJuihe3kc6EbcNNBY9gosE2McnN5inVgroAK71E/y/vhWAJwc4x5j1wo8MNI6YQxRxSAO4bPH8Uqvxso5vzFIc3J1Q2y6VCXy2UneLmYwrHjc08hz+8nDYemK81IARYUSqVSOO6449w5/vZv/9b1J+9HnWKd4zvC3//93+OlL30pPvOZz+ANb3gD/vd//xdf/epXXbn9UCiEs846C5/61Kewdu1arFq1Cueffz6Gh4dx/PHHA9jmyL3yla/Eu971Llx11VWYmZnB6aefjhNPPBHDw8MAgDe/+c246KKLcOqpp+IjH/kI7r//fnzhC1/A5z73OdeWM888E4ceeiguu+wyHHPMMfi3f/s33HnnnX9SWwwGg8Gw+GGCbYFBV2lqasqR2Gq16ohqZ2enc8OUTDI3qtFouP2x6IaoIwPAESsVVjwn26D5LMBcSBVzwbRiZbVadccr6WRoGDC3BQBJ5PT0tAvlpEBkqJpWFCTR1+qZFFc9PT1uXzNW0SOZZylxhpZWq1WUy2VUKhVXvr+zs9NVkCsWi6hUKk4EUWywcEcikXDXy2QymJ2dxRNPPIFSqYTR0VGEw2H09va6+261Wq6YB3PaWJiFeW2FQgEA3Oa7DP8ioS0Wi8hkMgDgqiDy/kh0e3t7nXBlUZVsNotcLod8Po+pqSkkk0mUSiUnpsbGxlAul52TmEwm3fUZaqeLBLwmSTULUmiOUTqddq5RPB537dWNuekEJRIJ55IxVFHJP8dZN43O5/OYmZkJ5EjpuSk26OywzDwrRnJho16vuz718x3V9eL5NDxPHSu6fewHdWro9mr4o7rOdHgobijadM80zV9j/zPUj6KezxTDTun6sQiL5nppOLTmHfJe6Zhy3Pldofu66XcC5wAdULriKvTZxzwPr61FUOj0aX6q7g9GgcXtDzSnjePDviG0v6rVaiCPlH1fKBTceRgGya0ung4veclLcP311+OjH/0oPvGJT2DVqlX4/Oc/j5NOOskd8+EPfxiVSgXvfve7kc/nccghh+CnP/2pc5wB4Fvf+hZOP/10vOIVr0A4HMZrX/tafPGLX3TvZ7NZ3HTTTXjf+96H/fbbD319fbjgggsCe7W99KUvxXXXXYePfexjOPfcc7F27VrccMMN2Hvvvf+kthgMBoNhcSPU0jghw18cX/rSl1zFO1Yt40ozSUmzuW0jbIb9aCEEOkssesCVeebGaEikVn/TIh0auqWCiuSYpFCLKnD1WzdBJikkqSOBpODREuQdHR2uup2utKfTaRfO2NHRgb6+PuciMKSQ7gQFCgDk83kUCoXARtgkox0dHchkMli1ahWy2SxarRb++Mc/4ne/+x3uu+8+TExMuPFguFZPTw8ymQxWr17t8tWazSay2Sz6+/vR3d2NarWKiYkJbNq0CbVaDYlEwlVvZO4eqzD29PRgcHAQ4XDYiUHN7WNBEQoACvF6vY7e3l5UKhWMjIxgzZo12LRpE4rFost5SyaT7r4LhYJz3CgYKpUKWq0WnnzySUxNTWFoaMiNI8UU3SMSXIa5aage880olDjuWrCDYkwLZ2hZer/ADf8Bc3luWs2Qc1tD9FqtlttvjnOCgofVAHXvQp6D19H8UP0sx4NzkU4kQx79wj4Uh5o/RoGrzhAdRd4j52ytVnNVC7VwCP9mSLEKQAAB8UyBRyHib1zPMFYVo3ouuo0cXwpXdd+6urqc4OZiEftAQx/p+PO555yg2NUFIg1TVFGo1Wr5XxHHUgWpjovmKGpI98jICK655hr84Q9/aPvd+41vfAPT09N417vetRPf1P+3UCwWkc1mUSgU3IKHwbAQWHnOj5+V86z/h2OelfMYDAuNnf3+NYdtgcHS5wzN0VL5dAko3rRIBUlLsVh0q/AkUnTBeLwWDOB5NN+Gq+0a4gYEqwky/EgdNB5TLBad+6Hl6ikISLi1emOj0UB/fz9isRj6+/udkGGuleYiAdsEWalUQrPZdHljLFE/Ozvr7lfDwbjHWzqddgIsHA67UEHdf250dBR9fX1IpVIB9+vxxx9HPp/H0qVLsXLlSuRyOefMFYtF5PN5V2lx69atqFarLuwxk8m4KnnZbNbt78b76enpcSSVYoAuEcUO83MqlYrbgqBWq2FkZAS9vb3O7UgkEigWixgZGUE4HMaGDRsQjUaRSqVcGGh/f3/AeatUKgGRocUrSLQ53iTnWviBgkjdMYpybuXgC0P9nechkWcYIR0nihkKH7pUJO0qMjnf+HxQeGmIHRcVuHihwoIhrFzMqFQqbg7y/vks8h/nHAvyaO4d+5RiUbcbYMESLaDCaxBafZNih2PBkGj2reZCqrDiIg+fX94zx4mOt4aLUkhpuLIWAOG9UyRyvPgex0YLwnCBh3OIeYUcG35PsZ/YRh07nsd/Rigu2eeVSsVVlrz66qsRCoVw2mmnobu7281R7oWoLp/BYDAYDIsJ9r/XAsPP9SJRZCgVV8dJqkjGNIeDG+BqAj3D1AAENuDlNfkaz8PjWPyBuS5TU1PO1SPpVfeEm9LSIVIXgkUcmB/GDaZZGIS5ZxRmbOPs7KwTohMTE5icnESlUnFETje7JZFk/hHDyJhnpxuLs9AAC07k83mUy2V0dXW58MXNmzej0Wigu7sbuVwOAwMDTvRs3brVbYYNwDk8ExMTaDQaGB4edg4bQ8AKhQJmZmawceNGrF27FvF4HKlUKpDzRpHEnCUAAZGiVQlJlul2TUxMYHBwEKFQCBMTExgeHnbEPpPJoNFooFQqoVAouIIpzONScavFMgC4fcG0imipVHIkl0ICmKuKSJHEMEuSc+YZkaTTAdZQUh4PwIVZMuQT2LaQoVUHdQHBL1DD+Ucho0VnKCYozLQYjxZYKZVKbo7zGaUzpMUy2BbN72Sfx+NxJ+oY6kehwPbpmPKcFELqAqqjxtA2utvMn2NbKbYY8so5pWKTCzH8m24Xj6O7qW4c26H7AfL54Wfp8qn7qFUhNazU35eRObHJZNI9o5ojypxIClC6e4lEwj1L/J6MRCJ46qmncMEFF7g9yfL5vNvbT/N8DQaDwWBYbDDBtsDI5/OO6FUqFVfYotFoOMLF1XoSKWBuc2bdBJkigYSUyfxK/EiESbC4l5qSV7oeXPEmOVOCz9d4HhLORqOBTCaDdDrtRJAWBmEuDFfOua9Yo9FAuVx2gojVAavVqnN/eL8EnRI6bWw720ey2Wpt2wONZd8zmcx27kE8HsfIyAgKhQJ6e3vR0dGBJ598EhMTE9hjjz3Q0dGBXC6Hrq4uJ5YoEJkLUywWHaEuFotIp9NYsmQJSqUSHnzwQSSTSVdNku4Gz8OCE8yf4niTfEejUZRKJUxNTaFcLmPJkiVuM97Ozk5s2LDB9RPzyyKRCNLptAuXI+nlAgD7Sasvaq6i7pNHck8irWPJY+h4qCuniwA6fiTVwJyQ0Nw0ChnuvdZoNFCtVp0A5zPABY1kMun2DKTQZY4VBQF/p1CiU82FAl4nmUw6d4rHcpwYbsm2tVotdHd3o1wuAwBKpZLrGy1wocJQn0eOBx0whlZyEYShqVykodDRKpQaYkj3Sc+vYaZaOIXjyOemWq06B5l9yxBDzZvjdwXd1nabo1NsceGG98F+pZhjcRHOF4Zl8vuF98ox4FhShLM/tXokIxMGBweRz+cxNDTkBKj2m4bqGgwGg8GwmGCCbYHBELlyuexEEV00LazBMvEqQjSEisex1DVJNkO0SAi14Iifq6TnI0GLRqOBfBSSQzpYnZ2dLu8snU4jlUqhp6fHOR4AnEPH6xSLRUxNTWF0dBTT09MolUqoVquO9FUqFaTT6UAfsHoknYZsNutyvDTcjHk/GurGMMLu7m5kMhnn1vF6FFiNRgODg4POEazX61ixYgV6enqcCGBxDTpnJJ9cre/u7sbExASSyaQTecuWLUMmk3ECgcU81O0ieaSoUGHFfmO5dzoaiUQCvb29GB0dRTqdRrlcRj6fdw5NtVpFoVBwAlwdzFar5dwGOngMk6R7VS6XA2F7WpWQbeO5OPcYSkrBR7FGgeyHytFR1mqEWnCDiwnNZhOpVMoJ21gs5sQ8sM2B49hQgKjzyzZzY3fOR614yn7TXE0ATgizcA77gs9Xs9l0biZf47Os2xTw/jV0ki40BQj7hxuHsw0Uv3yfooviRYue6N8UTX7uFxc7KObp2tKV5t6LXIShc0dHVBdHNIcxFAohn88HnkcNW1XxzHmli0i6UBAKhZBKpZxA5DNLh5KCke4g+5zz8bjjjsP3v/99nHDCCVi+fLl7phnOygUYg8FgMBgWG0ywLTCU1Og+VNwgmwSMoT4kSSQxDAVUAql5JdzXDIArTgHAVXqk28NCHSSzGnbFyoNdXV2IRqOuaEY6nXZEn+3g5xm6SKewVCphy5YtLuesVCoF9rOiUGU+luYXUTSQGJIw854ZfpVIJADAnYeuCYl4KBRyeXAkqjyWQjKVSrk8mDVr1mDZsmVOwDEUkyKAuXN0a/r7+50zSAcxn88jEolg1apVLt+JIpUiR+9fq/OxjawKGQ6HMTExgWw2i2aziaGhIdx777144IEHXB4ViTaLtlD8MIdRRRfD9UjiZ2dnkU6n3evc14xOE/sdQMD543m1AiLFAEWi5jVpaC3DbjWXj8U+OOaaX8VzckGAIoh9DsAJFfYpnUa+xmeMc4/PmwqqarUaqLjI+ciiPgw1ZNtmZmbcRuBst4ZMTk9PO4epXq+78aEQZ4gi+1kdOQpPtocLBxr2nEql3DPB+6BoZ5imzitWpqV4ogDjNSqVinOtmI/IZ5uguOvq6nLCW8UZnUg68eq2qavIn1oohcJQBSbPxdBHCjCtPttsNt38+vKXvwwAgbL4im984xtuzhgMBoPBsJhggm2BQQKk+SSaP0Qhp1X1SLr5OQ1xYi4QQ9sYnsZwIoYcaaVIrvKToLHiIcu/DwwMuAqIoVAosE8XXY3x8XFH1PL5POr1OqrVKrZu3RoQViygQJdFq1BSbGpYHO8RgMvxI6EE5nJRmAunlRcpTHiecrnswgVVIPMckUgE4+Pj6O7ududgSfze3l4sWbIEmUzGtY3OJ0lmvV53n0+lUqjX69i8ebO7di6XQy6XcwKB40u3jYJG3ZRarYZisej2T6MonZ2dxX333YctW7ZgcHDQObQDAwPo6elxbsT4+LgLDaQI4tiOjY05Uc+5paG2zBXSvbR0bpFsc6GA7acrSAGn4WwcRxXkWixEHWZgbkNrCkyGoWoRHopBhsJpBUuGgZZKpcC1+NlareZywXhvdDspnrXYj4pRdejoLNKVopBR90nPyWdQxSihBTfYRgAu9BmAW8BhnzGXjE6jH6qqlTJZxAOAyyfkeHBxhM823UP2KxcVOJ58dimY+Hl+R+h9ao6hho1yYYGuq8473iPDOjXvj32mYa8c22q1ive9733u+0SLnFB4m1gzGAwGw2KFCbYFhp9PpqSaxI55M3SEVOBomBkwVwCC5AeACx/jZ7iKTvLLPc4Y0tjd3e1CHTVMi+eja9ZsNjExMeHIHB0o7jdG4u5fi0JR99BioQqSeBJSippQKIRyuRwoiELSyJX9qakpV1mQgoz5gTw2n8+7cEBuFEzSG41GUS6XncCJx+Po6upCT08PIpEIRkdHkc/n0d/f78g3x4L5dz09PQCA8fFxZDIZpFIpRCIRFAoFJyQYlqf3qS4D+4f5YvxHsrt582Yn6pYsWeIcjkQigVwuh6VLl7p75Vjl83knRNn3JN8sIMLxBeDujUKQrg8dIQo4rfZIMULnhmKGQkpzI5mvyUUKkm6CroovmDiXNPyVRJxjwlBetpHuHYU5x4z3RUEAzO0jRkeIc1JDfFUwsBALC180m03ngFIg8R7U2dIQRj4HFO9c2OCiBucmn1tdWKHQ1A25+Zxrif9IJOLCqtXt5LPDdrFP+Mzxftl3vPdWq+Xuma64Pqv8qQtM2h88L0Wefo6iXwuk0JFTEax5tM1m04lP7k34whe+EACcmNZcXA3jNRgMBoNhscEE23MAXTVXUaWFPph/w6p5JHcazsRVaIIEj+FaJNvhcBjd3d0YHh524iESiSCXyzmRxBVo7pXGghfANgctn8+jVqsF2kGho+6IVo7k50kwAbgQNYYtsj9I7ihgSLa0qAJdqmw264gtC5hEIhEn1EhkuWJPsp7JZLBhwwb09fW5ggQzMzNuywAWKaGLFovFMDQ0hNnZWUxOTqLZbGJ4eBhDQ0OYnJxEoVBAsVh0JJahhSz5zk23lyxZ4gSmlr/3iylUKhUUi0X09fU5sUPnq16vY9myZZiZmUGpVEImk8Hk5CQGBgYwMDCAsbExANvIaqVSwezsts2Dh4eHAcxtNqw5jLw2w+Eokii4KBbi8TiKxaIrha/FW9i3nAcULhxXlp3PZrOBAiUco0Qi4Yi0bjnAcD6OLYUZ5ziFIMN7Oaf4Po/P5XJO1GiIH4WEPnMUplrUg2JK8wR5fbaB96LnomBhvpq2jVU0mbNGMaQ5dLweRRq/D7RAhz5vfBY4BhoyrIs2XCChc82FAl6XiwlalIgLRRRbup0G26mOK59fOpRTU1Nuk3jOJ7rVFIl0wnm8upfAXN4l208HEZir6rlx48ZAyDQAF17KhRhz2QwGg8GwGGGCbYHB1WSSH+YacbVYK/Rp2BTFDR0DXWXWVf1oNOo2gM7lco4cRSIRl/dCstdsbqt0yDCsYrGI8fFxRCIRV+6ebdbcE4ZYkTSRUGoxBjphdNmYz0XRR9HJTXpJcOnUsIQ4SWYsFnN5dVp0QJ01DYEE4KpuaqEGhmllMhm3GbXmT2UyGXR3dwdCrlj4glUJe3t7seeee7rQOJJf5vVx499areY2qeZYq0vFkFP2LUvLp9Np178dHR1YuXIlRkdHHVEOhUJIp9MYGhrC8uXL3ThOTk5iyZIlGBgYwOzsti0SKGIZpkpHhzlcHB8tBEKxpttDMOROFwpIoilW2Gd0qLTiqbrCFIeaA0WBRuLPsF/Ny9MqiZzvbLO6agyX5fzltSiI6LSqcOUYAXB5hIlEwhV14Wb30WjUOYnsT46rFgfiM0BnkIKLCynqJHFs2A8Ud1qARR31QqGAvr4+V6GSIpyh1BoCHY1G3T5lmkeo4YLAXI4s28r+1nBjjq2OF0WtRg1wzhUKBXcPXBCKRCJOxHL8OHYUeewPCkYNn6ZIpXDm98XU1BQ+8YlP7PC7t6OjAwcccADe/va3m9NmMBgMhkUFE2wLDDoQJJAMQdOiDUowtXIjQ5lIuijwhoeHHbnnfmc8BzC3x1e9Xsfk5KSr7jc+Pu6qvBWLRSdcWDWQ4UfAXEEBFhvQPeRKpZJzW4A5h4DhiSRpJO1c9SYZ1AIfuleSFpVgyBhdGYZzUXyoKNPz0sGgS8K+JGnn50hoN27c6MQtAExOTiIUCqGnp8cV5di6datz7Pr7+5HNZt04xmIxR6J5nxQ1WvSDIltzDhn2WalU3Hk6OjqwdOlSdHd3Y9OmTahWq1iyZAnS6bTbruDxxx/H5OSkmyvDw8MuXI+VNSnc1THRkFQAro80JC4UCiGTyTh3ikIPQCBHkZU6KcZSqVQgpI+/a2EJujMUDtx0nHOQn6X4UTeHZF2FPecli1BodUP2M902rYLIeU8By7nOAjuc11oQhW4l5yn7hNejyFRxyhBFFU58XngOFczqnrG/QqFt+xtS/HA8KFooRDSvT8UknxE+N+r0Ma+Tc5QilQsffH7pHPI7ggKPY8ZFDs01Y54uP6dhk3TW+OxyPrHNmsvGeUDBzjFuNBp45zvfiRtvvBFHHnkk1q5di+npaTz++OP4xS9+gaOPPhqNRgM/+tGP8LGPfQz/+I//+Kx8nxsMBoPBsBAwwfYcgXlqGpJIkk0yRXCzaq7uh8NhrFy50pGrdDoNAM5hoMPBAgt0iIrFIkqlEmZmZpDP5x0RVfJGgkj3geQemNs4ularOTeKGwZrrpnmN2mBEyXfJOpaaGB2dhbd3d2BMvh+MRL+TWKo4ZKs5qhuBElloVBw5JChlex/3mO5XEYqlXIikxuU0xnhlgKJRMI5Z7lczonlzZs3O+FE8azEPZVKuRLoFIQa/sYtDsbGxtzecLxP5qNt3LgR2WwWmUwGwDZB+dRTTyGXy6Gvrw/Lli1zDsvy5csxMTGBfD4f2OtLw005Xpw7zWYTyWTSuUecV5rTRhHSarVcLhQdQQoILbqhVSMpMuh0FotFlwNG91bdNRVuFCEU1xSMbAOAwB5mGiLLIhjMv2LRDoYDAgjk1qVSqUCIbiQSQT6fd8VQmDtJ0EnjNgnpdNo50OpSMnSWixDsU833Ym4m+wqAE/C8Jp9T3eMQmAudTiaTrsKl5ivqQgkA109aKVadNy30wXnC+c5y/Jrzx7lO0cn7jcViLhqAfc7qrPy+4PFacIRhr8Vi0X1nsuIsFzb4PXbzzTfjta99LdauXevEak9PD3K5HH70ox/hQx/6EBKJBK6//noTbAaDwWBYVDDB9hxBC4EoWWGRERaUyGQy6OzsdBtRk3RqPg5LnFNIFQoFlMtlt98XSRsAJ1IodEgYGTZF8khyzVAlhj+xEArFETBX2Y9CBoAjdFz9J6kjGQfm9pJTZ5FOCPdKi8fjrgqchm+R4JMYcsWdYXoUg3QT/Kpz4+PjmJmZQU9Pj3MEgG0OHzfzbrVa6O/vd/tG0SkMh8NIpVLOlWBY1po1a5woLhaLrlIkRUQul0M2m3X5gRRO3Hsqk8lgZGTE5fupeI5EIujv73cOLQuEsN9Z1XLr1q0YHx///9n78yDNz6u8H7766WfpZ9+3nu5ZejSLNCNprNXCxgsWyMR2EVu4DA7BBSEFCVAGZzFUkaSSmIRApXDAuExBAQXBFRtXEWMMxsLYBhshybJlLbOvvfez70uv7x/zfk7fz5g3+P2FDEx+31M1pZnuZ/ku9/3Vuc51nevYMOjBYGBsEQHIgRlxQSWsrRtuTxr3i591u10DTK7sETZOkvWosaZgbXD15F4xTxBZIecNswXg393dtfNBJgd7w/1FWsheYS1jCAMYhnmECeL1gDzAlzugO5lMmryX6+Wyvqw/Pk/aZ4kBLc1m03q6WEOwc4AW9hrXgGNyGSx3FAH72jXt4fNcKSL30pVTui6NMIuuEQqAbmtrywaa81kuYxeJRGyuIsDUlcIiE06lUhMSWExC+BwKOOxpl5Fj7dIjCRO4srKiYrFoPaQwmYVCQWtra/L7/Tp48KA5uXrhhRdeeOHFnRIeYPs7CJIMwEWpVDJjCmZrAahcWROJJSzRYDAwULa1taVqtWrJjbQ/ANj9dzAYVLvdngCLnU5nog/HlU9hBkGS5va4wGCRhMXjcWNGSA4BVSR4bu8bckWXfSHZJqFn6LfLLgDWkL3B7pH0SfsGErAWoVDIQJbbw0cyDwsSiUQUCoXMkAWWslwuK51OmzkIg7kBi4wa4P2FQmECwNy4cWOi14dkezgcmoNlLBaz3iTuD/eDYy0UCmq323Zs/X5f2WxWhUJBGxsbWllZMSMP5Gc4kALUSHwBIcjier2egSKYMnctAIb4L+fC8QKQuGfcS3r6APysG0nmNggDiYmMKx3kermMy3g8NmkdxiYu8wqry1xCCgbco9FoZMfpSmQBfawb1jRsZCKRMCDKUPZQKGROqUhBXTORfr8/ISN1ZZOtVmuicOKCdc6L4+Pn3W7X1gzH6b7OZe7Y+wBI9z7CROK8ye/d4+cZMjU1ZdcLwAhjC3icnp42Axu3l499SKEjGo0aW+oWhXg2ue6RyKU3NzcVj8cnemlZVzxLSqWS/uRP/kTvfve7rZg0PT2tp556SsVi0djRYrH4t/9Q98ILL7zwwov/g+EBttscxWJRe3t7SqVSisfjisfjZicvyVgObPmR3rXbbY3HY2OG2u22yQBxVAMYkeS6LJckS3T5HpgU1/CDZIh+GSrbvV5PkibMDXCfcxNykjWknpiAIKUiGSRB5jNcEOa657ksDDI12BuYI4bpkviSILpzrDAYcUGUa4CCicfs7KwikYimpqbUaDQUDoeVy+WUzWatlyufz1uSOx6PLVmHsWB0ALLOUCikY8eOmRFDs9k0gOYyktFoVOVy+RuAkcsMAnh3d3cVj8e1tLSkWCxmDp/cF5J9ab9Hip4/riGsjws4eR+sFuwNbI/bqwTDcmvfGYOoXUMO1p3LypCsu2AJptEd98Ca5F7yOTBg/J7Pk/Z7Avk9jC0yT/o8kbzu7e0ZWMSxkevostusF1caCOM3GAxsn7AWKKBgoME+Yd26Q7wBQLDBrHe3uODz+Yx1B6hNT0+r2+2aXFDSN/R6uZJF1oLLlrEG6TeTNNH/xjri+eSOD6Cow/2iMOOCQp4dvMaVTbMmOCfXTIYetXK5bOxkNBrVzs6OHQNA//u+7/v0y7/8y3rppZfMHZWRGD/8wz9s//7n//yffzOPai+88MILL7z4exMeYLvN8apXvWoClACSACA7OzvWC7W3t6dut2v21/SdUaUnaXWr/25STdJDMu7OG4MZIomKx+MmqSSZcpkxgAeJMZV0ZGYwgri+AQhdB0G3F86VQfKe8XhsiTRMCX937eQBOjBE0WjUPpfPIjEHeNTrdeVyOZNtMjAZ0BePx5VKpdTpdFQsFtVqtVStVlUsFjU1NaWNjQ3V63VjQN1h0cyoc4FVLBazPieuEcxdJBIxhz/uC708MCeu2QXXAhYEgB6LxZRKpQykxuNxM57gmvt8PhuDMBgM1Ol07F6wlui9wsnPdXmE1d3Z2TFQQKLMcfF50WjUBpzzuSTkAH3WpOtqyve5kjo3kQfwscaQ0bl9Um4fHkwir6XHM5lMWt/TeDw2MODO+gIIsB8BI648lXvCuXKcbiEDpsplFV0pqWuYA6sJS8zapd8L0AoIg6Fm/4bDYSWTSZO/cnxcYwBht9u1tcm+o4jBPWLN8Azgszhv9g39pQBx2O3RaGRmRDCgPOPo1XRB7K17lOsC6+7z+cxNFbZ0NBpZIchVEBw5ckQ/+7M/q2eeeUaVSkWSdObMGZ05c8akyadPn9ZP/MRP/O8/yL3wwgsvvPDiNoYH2G5zkCwOh8OJnpZKpSKfz6der6dGozEh/4MBIymWZP0+JM6AJ2RqMCnI3dzE2U0A6S8iEWJ2E/0r9K4gIYvFYhMznFzrcUmWRDLPC/aGKj69ctvb2xOfQ58Y0it3aDLJpSRjqQCeJLwwPnw2rAcA6tSpU+p2u0qlUiaRA5QCcAOBgA4fPqzRaKRer6dCoaBSqaRqtWrJbiqVskHjJL/0GiJRHY1GarfbSiQSEwAnEokoHA4rGo2aaUgqlZpgs+hnghUDBNx6TlzvdDo9wSLBbmBqgtSzVqvZGnOdNFOplIECJGpuki3Jvg92CIDnXneABp/P/XYBN6wkwJ17iuyNge8UNFzA4roEsu4BUy4QBNAAzPg+AAJADsYL8xHOD6ABcOE7XTdLGFSkm7DYrG0YPySpXBPew3UCKHGN3b5SzgHQC3Puyju3t7cNpGNIxFpiT7qgTJIxush73b3L/UHq6UpBAVvuM8bd84B5pIq4dcKCUljiGQgbDNvtgl76GVkHuNO6+4T7y/ri3geDQb32ta/Vzs6OybUBxi7b54UXXnjhhRd3UniA7TbH8vKy+v2+ms2m9TAxWBYwRhLjJuzIA2EFMHFwmSpYKpJBgBq25/wcxzqs+Uns3NlESBABWyTdVPFJLunhkTTRywI4dHtNMFuYmro5l4lkc3t726RkRLfbtco6pimASfpoqNAzJJukmORbkiW2ksxhs1arWeIKsCFRjMVixsS4g4pJoFdWVrS+vm6S1uFwqHa7rVgsZlI6enSq1aoikYiCwaA6nY5arZbi8bhyuZwKhYIymYwkTTBOwWDQnCQBspJMnuf23wE2OV+c82Bauc/0UmWzWUt8AQW4aMJ60F8JGIchYl26jpewXvRQ3moK47r4kUz7/X7rmYTBddc8ZhXuOXFvkdjiEtjr9WxN7O3t2b/d72edukCJ64ScWNqXcwJK6GVzmSrWvytZhW1mHbkujC7L6UqGXeaZPwAq+jJZu/QfsoYBIhRkYDi5z7yO0RwUdlhP0WjUii4UEbhvgPXhcGivh83ld+PxWKlUygo+vA9Wl2IA64N7A5tNfypgkf3vzlhjT7N2OE/2L323AFVkuBgFra2tqd1u27Xh/ffee683f80LL7zwwos7MjzAdpvjxRdftIq3a26AGcTm5uYEu0V12LU4p8rtVrLd3hdp37RgPB6rVCpZsgV7hXyMcQKuwQTJERIsNzEnYYLVSCaT1pPlMn23sggcF8kTQJMqPOyHaybhsoWYbNCHh1Mc57q7u/sNbIQrP6PHjyTOnYuWTqfNXAJnyng8bj1wfE8+n1cqlVIgELA5aNK+8ybyM5LyYrGoXq+n0WikhYUFA123soa9Xs8AtgsCksnkhGOea/yCQx5JcSwWM3CcyWRsvWDyMDc3p+FwaExbp9OxfrVEImG9kRybO8BYkhmZsCbpsSQR9/l8arfbBlpd8w6OA/DL6AbXVIPCBOcPkAF08lkYVMACwpoCwHd3d4014z6Hw2EDiICgaDRqYMbdXwAOiiewTi5jxqiMeDxu3+X2R1JUcYEE+8WVDEv7zNKtckm3b4/vZ9/xe9ho9gl7ZWtry/YSRiDICQGkrFO35409xTV3xwVI+wCSNcnP3Hlq7IdOpzNhWJNIJMyNkve60mkcJV35LNfFLVJQlKKfMBgMmulNq9XSr/zKr2h5efmvffZ++MMftj3nhRdeeOGFF3dSeIDtNgcghuSVPiiYAZcJC4VCajQaluxRVUfq45o5uKwSCW8wGLTEDUAnyZJYEh2ADscE+AG0YSHP/KpwOGxmFa5sifcjN6PHKJ1OT1TV3V43JKKASBI4zpWeJJI0fg6gISmVZMwjvVCuXI7rGgwGlcvlVKvVLMkErMDmMFIBAE3Cn06nTeJWqVR0/fp1A6YzMzNKJpOSbjJ5iURChUJBxWLR7gfH6LoCAkL6/b4xde4cPnceHoAvlUpZgg9YhTF94IEHrBfx4MGDxijAiKTTaYVCIdVqNS0vL3/DaIZYLGbjAlhz2LFzX7nmMDVc63w+b+e3vb2tdrtt/WMAZWbauRI72CZADECLIobb+0jPGyABh0YkshitbG5umhkLLKRrNgMo4/r2ej2l02kDQQBMZJ8YiNA7Bqjm+uLcyFpjX7vmLABQjs39LleaSP8bwJxr4kp8XfDPNXLZKgxcYPd8Pp8N3KZYQh+ta0LCfXDZM54zMMAwqjs7N1002fOuxNVl4Vl/bqGB5wbXCQaWvdRqtWyt0RvH8bvmJADl4XCo3/3d31U2m9VP//RP6yd/8if10z/90+r3+/r4xz+uJ598UpKs79ALL7zwwgsv7qTwANttDhJXQAmAAIBDYi7ty59cUAMbBiPh9plNT0+r1+tNyJWQU5GIueAMgELSjcwMOSDJKAkufVIk88j16LsKh8MmmaSy7jIOsIIEiR39SiSqVP+lfcDCdyG72tvbsz6qW40VqL67RicAtng8rnw+r0qlYu8B6LnW/aPRyJhFjrXb7Wp5ednAdSAQULFYtOG87ow73ueadrhGFDAkSPpgwrh3nBfAHEa2Vqspk8lY0o5kLhgMWo8c5wW7BbhzGRqiWq3a+tna2rJB6K4rJOfvsl+cB8m9u25xH4SNZI3QKwmL5/bEuaCMvjDXdAXm1Z0DuLu7a59H4YKeTZdxdn8PuIFpht3LZrPfAGQABJwDP3elwXyfJAMiyWRygnHDeAYZrysnBnjxLHBt/wF2rVZr4py41oAprhHXj/vGzzAZcY12XLdQ3ge4BaDi7ooLo2tEwl5kHfCH42bvulLQVqtl9xnAjSOuy+wByN1z4vkBcOQauIWsq1ev6r3vfa+doyQdP35cTz75pD72sY/p3/ybf2P7zQsvvPDCCy/upPAA222OW0EZST7yNhLKRCIxUUknuXGd9yRZIkt1HOmY3+83Js617Zc00RdFcuPa/ZfL5Ym+JJc5g10heaXXyZVu0aNDckYvEawdMizCBajMWkKuiLECSSjyUYYCI09zk1e3Mu863XFdYrGYyRVhJTh3kutGo2HugJFIxKR+nPOBAwc0Nzdn5ilIU3H0RLrK9SERx9yF+5lMJuXz+VStVhUKhbSwsKBQKGTSWFjM6elpJZNJS9jpj+J6uQ6PJN8uQHYT/KmpKWPycAaMxWKqVquSZMAcBodz4/7Ts8QMMReYw4LSaxaNRg2kuMwvLDPSS8CSK8mFcUVCx7qFQQqHwzbjzB1nsbW1ZS6COBqyb3Bj5NwBh7huAjoYNwDIdoEpv4OB5e+wf5wnr+ff7KlAIKBOpzPhhsh6h6liLbvPBAocgDJAH4UJ9iasFcwrwAmgyj2F6WTPSLL1ClAbDAa296Wb8l2Yd/7tmhlxL/luniuAZwCatD9aAddU7PqZwUiPrbQv+XV7/OLxuPr9vhUV2BcbGxu2nmG+cY0sl8vf9LPaCy+88MILL/6+hAfYbnO4lXuScmR2OL3hIOn2Zk1NTanZbCoUChkggqEB4ACQAE1Uy5E03sp2uY59blLqyqT4fpgPjCNIDjFOoSoPG4HrIOwSSSDfT1VckiW2uGTSS8O1cqvwbt8aibcrPaMPzJ0dJ+3Pj9vdvTnHqVQqaW1tTY1GQzMzM8pms8YCcF+CwaBSqdQE2MtmswaQmc3lSu9gujgGGAYkbblcTqPRSN1uV+vr6xoMBsrlciqXyzp79qx2d3e1sLBgQMI1zPD7/ZqdnZ1gR1k3JOkwdMzScufPAaR4HcYUkiZMIQD3rqU9fU+SJpgv15qePkeX+eTa05/kSlTd6wiwAMjATAKscCJ0QRvfD0iBSXQlkAAsmGG3z3N7e9tAKQCS8w+Hw2aOMh6PlUwmJ9wwcT90jTY4L5fhoe/TlQCzBjl3AAoBG8l6R9YIwGIt0ZtGAYD9A9vuWuhTcOA72XuulJFnhnQTILnPIGm/z67T6SidThvbzzPCNXOBEeReIV2lYLK5uamNjQ1zSeX5ABPu3lN6FRkbEY1GrcBFb2EkEtHs7KzW1tZ06tQpzc3N6fOf/7xe+9rX6pVXXlG5XNY999xj5jBeeOGFF154cSeFB9huc+C8SNJIHwcs1fb2thlruMxEp9NRPB43sEQiS7WZ9yAbI2Hn9cwEAygiA5T2ZWi81pVpUg2nik51HdDp9/snWEKMOGD7Njc3JwYhu0YEJPJU4yUZm4gphKSJwdSwRm4vGG5yOBzu7e2pUqlMXBNXduf2XFWrVY1GI62uriqRSCgWi1lSiQRVkhKJxATDNTU1pXq9br/P5XIqlUoTphuuYyfMA/K7fD6vI0eOWFI8MzOj2dnZibWwtbWlzc3NCZbUTa4ZFj4ej9VqtRSJRHT58mX1ej0FAgEVCgVjJwHJkgxUYhNPstztdid6pDiv6elpM5YhacckAtDsjgLY29tTPB43S34+r9/vmwGNK9Wl545rxXrDFZD7zDVotVpmz48s0WWeYQRdcOf2T7IWAD2AR1g7WEfko5wDew3HVq4VbHIikVCr1TLwApACPCG/RM4ryb4LYHRrfxrGNxwv8mQAGnuIf6fTaQOQgEbur8vCA07H47EikcjENUGyu7e3p06no0QiYYwdzBwGLrDv7l6D9eQe8nn0LPJsA/whIQWARaNRVSoVk2XzrAN49/t9u6abm5tKJpPq9Xp6wxveYBLgJ554Qr/xG7+hX/u1X1MymdQv/MIvqFQqeS6RXnjhhRde3JHhAbbbHFSPCRIoEhiSU5JuVx4VCoVMOgWbBLNCIu9KxKhwI9vDfdHtdwNMuS51SBv7/b4KhYL8fr8ajcaEKQmvIYmjqg4IiMVixpYgDaTi75oqSLIE05VlttttAy6uLTyMHsfiSsNg5kgUSbD5XFeqlcvllMvllE6ntb6+rkQioZmZGQOkGIEgLd3Z2bFj6vf7GgwGSqfTOnjwoLF629vbWlxcnLCFx8YfQNrv99XtdjUej20WFWAkkUiYrMydTwV4TafT1pMl7bNMvV5P1WrVDFM4v3w+b/ceJsqV6YVCIQOhsG1INofDoYrFomZmZrS8vGzggLUH88exuIwIST3MCnPtuL4UJmCIx+OxgVvAHAl8IBCYMLlh77gSRwANnwEgxf6f1/B+GEbkrZIm2B3YXdhut+cUQ5SdnR0lEokJo5xms2kgrtlsmgOrOx+N8QQu48h+4jgjkcjEwGzYNZdt5jNhc91gvfJs4D7xGXwm15GiA98nyYBzOp22Y2L9uoZEjAHo9XrW64bMl2IDslyec5w7RQRXCbCzs6NarTZhUEKRx+1LBdTy/AgEArr//vttT7zpTW/S29/+dvV6PWWzWQP4nkukF1544YUXd2J4gO02B4CKxJxkQ5KxbtjWw2DQ94XkDhtsmAOq5IARKvUkw25/CTI0WAG3R4fE0O3NwaENRoGEGkaApI0EmASrXq9bXxEAwbU0h72DvXATQWnfyp/Pv1VeSdINmKPaDrsC0Ll13EEkErFkM5PJKJfLqdFoaDAYWD8OTEEikVCxWNTBgweVy+UMEITDYWPtAIv01mExD1PXarV07tw5xeNxFYtFRSIRA0skz8j9MJeIRqMmiet2u8pkMkomkyaVda8FyevBgwfNWS+VSln/ET1QMF4ue0biDNDAan96elqlUknJZFLVatXAPQk5bn0AIECbC6xZC1i5wxQDInhfs9mcMC+R9vuoSLCRZLojAlzmF9DDuuD19IG6e0XaN6BhzwHikHNy/Nj+M/IBkAkogwWbmpoy9hAgBDMGYGXdtlotpdNpu4/0lw0GA7tHMGO812W2AYvMJUSW6Eoq2f8Yd8CuBYPBCYMj2D7WRK/X087OzVEdrqHHYDAwmSnOrO4zhOvId3DPGTvC57D/AYkUjtx+UwpA7hgFwH80GlWn07HzZq2xLqanp1UoFHTw4EE7h2w2O6EK8Bg2L7zwwgsv7sTwANttDlcuhQQMYCLt97wEAgGbz0US6fbCANwkTUijSBhdMwRXgsYfAMnW1pYxBdj8S7LjImkCJJIwkZy7M+Nc+R/simtWgmRO2h/MTdWf78MxEnYM6R/hzsVyHe5cW3D+y3UhOB7pZqKfzWaVTqeVSqUsyR2NRorH43r44Yd15swZ+12lUlGz2TRWhvNstVoqFAra2dnRs88+q0AgoAMHDtgstGAwqPn5eU1PT6vVaqnX6xnLJclmgiWTSbum4/FYjUZDhUJBiURCw+FQ3W7XHEALhcKE9I9ewkKhYMCl3+9rbW1NBw4cMNfGSqViCT+JeSwWM+dMmJ5wOKxkMqmVlRXt7OxYwry3t2djIlyzEZfphAFlbbpmGe6cN7e3y036+Rmsm8sSk/R3Oh1b6wA3JL8wL7CJfD7HCYBwzTVg4uhXA0TgeorsFHDgsteAHX7GPoFJZHwGPZ2ZTMb2DGuAc6fnkqIGs8wA6IAit8eT9wKs+C+gE/Zc0sQ8PCSfsNGAaEA1x4e5DyCJXln2++7uro13gA11B7zznHP7S2H0kItiwMM6Y9+yh5PJpJkAAeqQuzYaDf3hH/6hwuGwFUO4Jqw7zv8Xf/EXbb144YUXXnjhxZ0UHmC7zUEiAzhAMkjll4qya/FNYu5KCF1mjOSEBAy3Omlfgsl/SbBc5gljBpgKDD6SyeSEfTmJHYYOPp/PwJ6boLrVd5JS2DuOg/PFTp5kn14s5FEAUJwLYQhI2mDf/joWhWRtMBhMyLRwMkS+hf18NBpVIBDQE088oVe/+tUmU1tfX9elS5dsThryt729PS0sLOjixYuqVCo6fvy4jh8/bkzA0tKSNjY21Ol0JhLiRCKheDxuSTAMH9c1kUgolUoZOO31emo0GpqamlKj0TAzjFQqpW63q1wup0AgoHa7bRK2arVq9+/8+fM6ffq09ZsBgGE6YE4wlZGkSqViwAuQ40oJScBZj0jVWGuAadYB95Mk3R2UzffQDwbYcL8bSafLqNKzCLhzixquPT1gfnNz05hCgAFrl9eyZjG14fsBFa7JRqfTUSwWs5+5TKS7RwFz3E+XpQZsw065LLmkCZdGADXf5fbccYw8M5AEsycArZwbzyDMeVzGkXvHWgD0cQwuc+cCt263a/JnzFBcOajbh8vn4nQKa8j9R54LYHZHDQDow+Gwjh49qqefflqzs7M6derUhPzZ/UNRzGUivfDCCy+88OJOCQ+w3eZAXoiM0Z05Ju33Y/j9fpNPksz1er2JQcKumxrJNywF0iWkTW5/HE5umAns7OwYyEOWiPwOB8hut6udnR1jjnq9nuLxuHq9nkkfseTu9XoGAGDtXJYABmM0Gk30GmHYQcII40Giyow1120QOSGSyGAwqHa7bbJFJG300ZAMIz2Mx+NmD767u6u3vvWtetWrXmX3ajAYaGVlRRsbGwqHwwqFQlpfX7c+sRdffFGJRELf/u3frkAgoOvXr+vSpUt66aWXzBwhFoupVCrpVa96le666y4lEgkNBgO1222znS8UCvL5fBoMBrp+/boWFxd18uRJRSIRA5W7u7tKp9NqNpuq1+vWn7a1taVSqWQyOWnfBv38+fMaDofqdDqqVCpqtVom8YQBhIkiWb906ZIZs/BfrjnHKO07i5IQsyYAyfR84erHPWUtwrRJ+/2FLuPGGnet9lnzbv8bYB4Qw35w+0EBHaxt1hGAi141mDNAAvuP/kzAKj1XFF34TleaCyAByN4KUCkgwGLi+DkYDEy+DIstaeJzuG6SjMXjmAHvXDuKIrBnrnsnvZbuaAzuM+w399Et9iBRBewiyQbEcZw4jwLkXaYdAyZ3xhssqCRbJzDagM6trS0dOXJE+XxeyWRS3/M936M/+qM/0srKir73e79Xb3/72+05xfMLIAsw9cILL7zwwos7KTzA9ncQrpEFFV/YMxI0quiJREL9ft8kclTe3d43ej7cgdHNZnPCCVKSyaAikYhVrqWbfXWxWMzmiCUSCat4kxzy+W5yBdDy+XwmlfT5fEqlUtbTA7DiMzAHkWTyx1AoZD129G65bpYu4wCgc8cS3Op8B8vksmwAVUnKZrMKhUJqNpsGUtPptN7xjnfoxIkT5jiJhLHf7ysej1tfYbFY1Hg81uLiooGfy5cv6+tf/7rW19clycDH7u6ujh49qre97W1KJBJqNpu6du2aKpWKOp2O3S8AwNzcnM6cOWPSskqlYgAPkD87O6tMJqMbN25oa2tL7XbbrhOytEgkoo2NDQ0GAx0+fFidTseATTqdNpdLpI4vvfSSufJls1nrRaTvDXaCxB6QAVvJ7wFcJPouIyXtD1NmvSBXA0jwHvYBQBKWjns4GAwssU+lUpJk7B+sDmChVCqpUqmYlNA1dGHtwlTdaqjCmoJtBci4jpsUSzhv1ihrn3N09y7f4bqYAmABc+wNeq/oRZuZmbG9DgPLOnedJgF8rvSQ6wvjDOtKcQFQyjMIIAnoIxhBwqiR4XCoRCJhRQD6W5Ffu9JE7hvz8rrdrjH3XB+capHYIsuMRCK6++67bY8HAgH9/M//vP7jf/yP+uM//mP93u/9nn72Z39Wjz/+uN797nfrTW960wQ77AE2L7zwwgsv7sTwANttDgCUa+MN0zYajUxm5iY+gUBApVLJEh6SeRIRkj8SGMAe7BvufDBrgCec9QAXSASxpA8Gg1YFBxAwJJp+IsYIkJQBKlw2DzYDcMRxMziXJJFzI3mkGk+ySbLvMjeuwx4JprTP2GBosL29bZJOElIMWfx+vx5++GHl83m1Wi1duXJF3W5X5XLZ2Ml0Om29YFyPubk5xWIxfe1rX9MzzzxjjAPfE4vF9PrXv16nT5/WpUuXtLGxYUk9Jg6ZTEaHDx9WPp83KajLqhK7u7uq1WomkQuHw2Ya4gJtEt3BYKBarWbrYGZmxmSYu7u7un79urGG6XRawWDQEmdAF0YOsGiAD0AybBSJPNeSe8V9Yd26NvgwYtx3pIE4idKjhhzYDdhm5LKwS4zEIACbsI0wv8Ph0JL3UChkwAAGDNBFIUHaN8EBbLE23T5UF2jxPoojLpNOXyLGG9JNRtSVHNNLeStwdh0jMSdiiP1gMNBgMLBnCMAS8OY6XtJLyXe4Ukv2EgCOcQ8AQ/e54bLnWO+70k3+cOyusQ0yYK4foJDnD+s1kUgokUjo8OHDxnLDAlIE8vl8ete73qV3v/vdunbtmj72sY/pp37qp7Szs6MvfvGLxpDW63XNzc397zzCvfDCCy+88OK2hwfYbnOQxJJcYlEPqIG1IDEiaW40GjZviOo3PWeAERJXQBH9HoAckiRYLCraJHixWMwSKKRtJGvINEnWCHrrXAtymAjX/IGeMdhAXNxarZYlXhwvSbDreIk8z5WsAUABCW5vHD1OyKJgQACYOPuNx2OdPn1ac3NzWl1d1fPPP69arabHH3/cev6i0ahu3LhhCTmzo/x+v86dO6evfOUrlqhybLOzs3rTm96k6elp/fZv/7axXpubm4rFYpqfn9exY8eUSqWMHaQXC5AejUaNFdrd3dWhQ4e0srKiV155RZVKxYAWtvnMjnOlqdzH8XisZrOptbU1k9ayDkmqXQDF75EWMguOHih3DhjJNgwcQIs14wIMJJFI4ZizxTlTdHDXNoH7IPeZ46UwASOG/E2SSWYpPLhmL5FIxKSDFCcAEfF43EDQeDw2FgmwuL29bffOlRnynfTMsW5dgMu/O52O7SGkvO7Mt1arZU6jMGKwxgBx7hHrjr3k9v4NBgNjxjkP3D75PhhNQDPPH3oVYUORunL9Oc5gMGhsIHtYkj3L2IvuXqeP15We8vmxWEzhcFjHjx+3YdesMUA1Ek96WwF+rhkOxSEKFGtra7r//vv/dh7mXnjhhRdeeHGbwgNstzlcIwfXfe6vSxQBH7BV9N64SY/r6kZS7JpD4D7omo64YBDHNsAIbApGCBwzMjMAFMYPMA3VatXMLxgG7Bo5YDlPnxkJpCT7PkAPSR/HyzVwQQRsFsyD20PDbDGYJldmyXeR6C0sLCiZTOrq1as6f/68Op2OHn/8caVSKTuv559/Xvl8XrFYTLVazWa4XbhwQS+88ILJ9Eh+C4WCvvVbv1Wrq6t64YUXlM/nrUevUChY7w39asPhUJcvX9bi4uLECAK/369CoaD5+XlLkFOplB577DGtr6/r4sWLxojBzgGi6vW6Go2GEomE6vW6rl69qosXLyoUCqlUKqlcLltCy9w12LB0Om1AGlAFWAYUwAZJsusJaHfXCYwIoA4QFo1GjdVy5YOAml6vZ/vEBRKANBhf7i9A2HWpdAdf+3w3h1Cz3t0CAeCy0WgYEILlJVxgmEqlbOg2sl+XTZqamrJCjOvWyHfRAwbQAtjC+lF44Txh6QBOrlMq7wNs7u3dHEcwOzurq1evGkvoFn/YTxR+JBlgRgLK3ofhZMSByzgiz6THjl5I9/67z710Om3Hzne4xR6KUOl0WgsLCyoUCib/hM1jH7NHYJmHw6H+4A/+QB/96Ef13HPP6U1vepP+43/8j3rooYe0tLSk5557zsYmeOGFF1544cWdFh5gu80BIEKWJWki4UfaiMSIvjOScVf25zrH0VwPO8bQauy26flxJVuu9AyjD3eIsut4R9KH7I7jRaJFFdyd9QUg7ff7SiQSlmTSx+aygTs7O2ZoABMDQ+D2tsAKcW0kTfTdAGCHw6Hi8bgxRK1Wy0ACPUH0qp0/f14XLlzQ7u6uXv/616tcLmtra0v1el1f/vKXFYlEFI/Htbq6qlKppFKppCtXrujFF1+0xJ5r8tBDD+nuu+/W0tKSXn75ZZXLZQUCARWLRZOVBYNBtVotS4SvXbuma9euKRwOK5/PGxO0vb2tK1eu6PLly5a07uzsqFwu6/Wvf73uv/9+nT17VrVaTclk0gwrpqamtL6+btd+bW1NGxsbSiaTmpub0913361oNGqMSK/XU6vVUr1e19ramjY3N1UsFlWv1+3cSK65p8lk0pJ4rjkgHiCG42kwGFSn05lgannt7u6uAQcADKAV9g7GBykq6xnQBsBpt9uSZEwmAG88Hpv7qDtvkN9LMomlyw51Oh2THPLdAEZe3+12FY1GJ2zoKUzAbN46TgJWSdofUE1fKPJbQA/vp5cPIxzYREA2Pav8aTQaxnJznSiUUAwBfME+u2wmzwN6DcPhsLGxFI/o3QP8ukPf2ePcQ4pQrnkQqgBY1kAgoPn5eSWTSWOYuSa4TNIn57pe/st/+S/1yU9+UuVyWW9/+9v18z//8wqFQlpZWdEXv/hFA7Sbm5v2rPXCCy+88MKLOyk8wHabAykkCSqgisQElgx2iYq6pIneJpgRVxYEwCEhdGcR0adDQkXl3LXKdq3SqXbjtEjSBOvHfDd61EjCfD6fer3eRBKbTqdNToYcst1uT8xNkmS9aa7DnyvLcm3xuWbS/sBxEjhYCZJFZmwBJAGAkrS6uqpXXnlFOzs7OnjwoA4dOqSNjQ1tb2+rUqloampKR44cUaVSUbFYVCKR0Orqqs6dO2cyzM3NTeVyOT3yyCOKx+NaW1vT+vq6SqWSQqGQMpmMOp2OMpmMstmshsOhlpeXDSzkcjk98MADymazGo/HJlmDRVtcXLTetL29Pa2srKjVaunbvu3bVCwW1e121Ww2VS6X7T7Q79doNLS3t6e5uTllMhlJ0o0bN0xGNjs7q5mZGZVKJetzAxRgDkOvIgCAXiNkpUhpkbzCPrk9VDAhAE/s7pkxCJCnMLC3d3P+ICxpLBYzqRuSPCSHFDVgr2AOWeswkOw3XgPAApxI+2MmJE30SPI+1jH9fJgHsb64Vi6Dx3pzixOSTJ7r9s1xbWKxmDmwSvtGHTirUiiA1eIY2Tu7u7tKpVJ2TDxbANyuKY8rqwTUxeNxjcdjpVIptdvtCUt89/3cO4omDCyPRqP2LHMdL5Fvw7CFw2FlMhmVy2VjRIvFot0Pt4/TZUsBnXt7e/rt3/5tHThwQAcPHtQzzzyjz3/+8+awy3N2d3dX/+gf/SPlcrn/R89tL7zwwgsvvPi7DA+w3eZwGS0kSiSyJPD0CrmGAyQ5DOYl+QN8kSDSp3arC+VoNFI0GrWkWJJZmrdaLWNbSCITiYQxXsgp6VfBYh7Q5Q7sdV3/SJik/UTYdQPs9/vWx4cUlN4ftyfOTar9fr9J11yAChDgvF0JGFIzvqfX6ykcDqvZbKpWq0m6mZzjJlir1eT3+9Vut1UqldTv981Zcm1tTfV63RwjNzc3lUwmdezYMUUiEbVaLQ2HQ0uWM5mMyTenp6d16dIlLS8vW49OOBzWAw88oK2tLS0uLmp1dVWj0UiZTEazs7MqlUry+Xyq1WpqNBra2NjQ0tKSzp49q7m5OQME/X7f2LT5+XljpABuo9FIS0tLE2YayEMZoM0cOmbOAURgU0i23Tl7GNGwjpH0AS6R5iKRo/8RsAtYQQ6LRK7dbiuVShnQaDablvS7g6n5XD5P2pcQI9lzh06ztpl1CECEXWKdAXja7bb29vYmrgEFDUADDKQr04X9Bkzy/RRYuGedTsdcVYPBoEk2W62WsYscH3sRkw2uAQPGAV3sE4AahkOATwbWN5tN21+cM+AP6SLgsVar2Xt3d28O1Ib9k2TsMcUCd0QAvZk8B9i3CwsLOnDggBn1MGaEYhVgDykpxwgAGwwG2t7e1jve8Q5jz5CWu326riENTLgXXnjhhRde3EnhAbbbHEgUYY46nc6EiYPbC0OCxRBav9+vaDSqRCJhskFXgsjsp2g0OjFTiv+SFLtyKhwe6WFCukiySS8RxgWFQsGkUNK+wQLnwiw1zDra7baBK9fhkV4zkmaq7zB3vV5PkibmJ7nDpQF00k2mAgMH+mMk2cwm194fRhAjkqmpKc3OzhoIOXfunIFOTD3oBazX64rFYkokEjbMOhaL6dChQ3aOXL9+v697771X09PTarVaajab1q+Wz+dVLpeVSqVULpfV7/e1vLysSqViVucHDhwwOWq1WtV4PFY6nVY8HlepVNLGxobW19d17Ngxfe1rX9PMzIyuXr2qcDis9fV19ft9NZvNicHkx44d09zcnAFuZILJZNJAHecAQ9pqtQxUYbfOwG5AejweN9dNzDzcNUdxgXVO4t/v9w34wTDx+2g0asAbptkdd+ECeNYMv7/VGAdgCaPH62CLkQxK+gaQEY/HJUmNRsPAJODNte+HTZJkLDU9dhwDYAvzD+TLMFOwZe6Abhe0RKPRibmEAGoGX3MPAcvsXfYVABajIJdpR/LKMSBVpb+Pvj3XhIjjrFQqikQiE3b9FAooKrEHo9Gocrmcsc+4ekaj0QnQ7zKA/BuAD4DudruqVCp697vfrcXFRbv3rBX69DCIYW954YUXXnjhxZ0WHmC7zYHUi+o1ZghIytxKvDtYO5lMmtQRS3/6RGDoMABxnf4kmVRM0sT8LBgpWCJMJqLRqHq93oTr2t7enlKplAKBgHq9niVsfC6JnQuw6Mdxh+WSkFJpJ/HGLAJGxjV8IDl1wRpAyAWpVPhxXASY0lNE/xKfHwgElM/nVa1WLRHlWEKhkAqFgobDoQ4dOqTd3Zvz1ILBoBqNhsbjsU6cOKF0Oq3l5WUzR1haWlK9Xtcjjzxiv3v55ZfVarUUj8d13333KZ1OK5FIaHt7W1/+8pdVq9XU6XRsBtqDDz5o7M6NGze0vLysq1evan193YZwwxxtb29rbm5OL774oiqVik6dOqXr168bw1er1RQMBm2+3OLionZ2dlQsFnXy5MlvkO7t7u4qkUhoeXlZzWZTkoyhof+MXjHWT6/XswHo7XbbGDzWkGsuQyIOmMShFMkuoMK1mAdAswdcYADLKcmOgbVJAu/2crInkAdyfABGZMSdTseKGuFwWPF43Jhh9gnghvOD+YGFAtCzZ91eS2SdnCeMFO6p7G8GvLdarQlzIe4be4PeQcAY14a1j4QUOaNr6DM1NWXAF1aUAoFrIOJKtQHwuJAC8GD+6FulDzYSiVgRgv5VnnGsJcAd/X8uW8nagTVuNBr66le/ai6eAHz6BllPSIm5JrCJXnjhhRdeeHEnhQfYbnNgXEBygokHySDmIIAhqsokQ/R9uHJHmDkq7iTeVNMlTbBeJG4k21S2Ydnc3hbsvDECIIECFMXjcZNDuXK5SCRi7AAJHwkVAdNBAkx/jcvoUBUHRDE7DdknCSosCoDUnRcGON7b2zMnwWQyKUmq1+sGltfX1+3aYwOfy+WUyWQ0NzenYrFoErZoNKq1tTV95Stf0cmTJxUOh3Xu3Dn1ej09/PDDmpub04ULFwz4BINBLSwsyOe7OVh8fX1dn//8542dGI/Hymaz+tZv/VaFw2F98YtfNKDH8czNzWk4HKpWq1mPECzb0tKSLl++bKwovYeDwUDZbFZf+9rX7DMGg4EWFxeVz+eVzWaVTqcVi8UmgFAmk9HW1pa63a62trYMmCOb5J4B6CkaANYxV+E+02cYjUbV7XaNpQNUI8dlHcMIYVzimpNgduK6OQKyWPOsX3c8AAwg+wPA687oY18iefX7/cbe8j5YQc4XsOWCAv6NsQZAGIklZihIGTHhcB1WKYIAYiXZgHsMgAaDgVKplMmm2e+w5rDDg8FAm5ubKhQK5sjKPaVvrt/vK5/PG+ih6OGydACeW4tOXEfX+GY4HCoajWphYUG5XE5+v9+MgNxnG88wlx3nOvNZHOtwONTKyopqtZpqtZr1LlKUgt3c2tpSr9dTPp+3+yHdnNnnhRdeeOGFF3daeIDtNocrRXKd6VzpHtV+qvfInPg3SaDbn0QC6ff71e12TZaHvBD2i+o+oK3b7dogXxI1bNFJrKh4k0y67AQSQ1cS5vabwKhgPEDvkHSTuQGg7uzsGOgjKaQnp9vtajQaKZvNGnPimqmQOLtzqdyRCYBdjsed1ZRIJLS2tiZJxohkMhlz1Ttz5oyy2awGg4G+/OUvq16vazAYGJt05swZbW9v6+tf/7qy2aweeOABJRIJnT17VoPBQJ1OR7FYTAsLC4pGo5qbm1O9Xtdf/uVfam1tzezkZ2Zm9OpXv1rhcFgf/ehH1el0JoDCxsbGxKiFarWqvb09ra6uant7W4VCQePxWOfPn7eZV9ls1mZbJZNJHTp0SLlcTvF4XKlUygYTuwxQIBBQMplUMplULpfT4uKims2mgRnYOEnGbPL3RCIx4UzImsDGf3d316S0yB9dVpZeSNd5krXnMsOwpK1Wy5hN1h1SQz6DURiADvcaAtJgY1wWmEIK94C9t729rVwup2q1avvUlS8it0WyzDmxd5AXAoJhiykaAJAkTQBYjp+9Lclej6STfQ57jKQRJi6bzU7MauT46IWbnp62+8OxYbIiyc4BBt8du8B5czyFQkEHDhywwdcUfgCHMITSfsEJ4Mv9Yx3Rb7e4uGiM2t7enkmueX7BKFJAQpbKPXRZey+88MILL7y4k8IDbLc5ABIkl7jxUSHHERLWwGWb6HWRZKCHfjJ6QJA/ISVzTUPG47HNayJRTqVSE4Onc7mcvY8KPYkZ/XbSZN8PkiSMPUjGYbwAlgA6xg7AxrmOkG4CTUKXTCYnetZcU5FQKGQz3ZCXSbJEDbMP3PWQsfG9VOTX19ctKadX8MSJE6rX66rX62o2m8b24eL46le/Wp1ORxcvXtTdd9+tgwcPampqSpcvX7a+q0QioUQiYaChUqno/PnzeuaZZ8waPxKJ6HWve53m5ub0qU99yuSnMFUbGxvGVkr6hqHRS0tLZl3f7XY1HA5NilcsFpXJZHTmzBnNzc1Z8szvYTLcmV4AeQoFMCmwUljoI7sEPKVSKZO4+Xw3B4zTozUzM6NqtWrDjwFSvNbn802wQqwxWBvYVFiywWBgoArAgIzQ7QvDfMLt8eIYNzc3J/rkcFqE+YFNdodg05eGNNhdXzBwyHYBWnwexQ/WsDvmgIIJ+wbmkEINP3fHCLAfOUZYeb6bYhDyQpg6VxIJG8XPYBhdQ5rBYGDAEokp50qPHtLRAwcOqFgsTgy7hs2myMLn3Pp39zW9Xk/9fl/tdlu1Wk3Xr183lgxQxxrmGcR6heHf3d1Vp9Oxde6OH/HCCy+88MKLOyk8wHabIxwOq91uq9PpWHUbYwZ3/tbOzo4lcTALkUjEXA1JsAFruMzRy+FKgGBaSFowGSCBJLlD2uRW+0nM6IkBMDIIGkbCNS5wJY6uHT0JbrfbNQbRHcDsJuC3GlHQpyPJmB7YFJhB18qf+VC4ZgIYsQanz4aE15ViweYlk0kVCgW1Wi2l02n1+32dO3dOzWZTjz32mJkenDlzxnrhXnnlFa2trem+++4zWWAoFFKr1VK/31cqldLnPvc5STflgfV6Xffee6/OnDmj3//931e/39fJkyfVbDa1srJiks9QKGTy00AgoJMnT+qBBx4w6/719XW9/PLLBrQSiYTOnDljEstUKmXrxufz6dq1a7pw4YLZ/s/Pz2thYcEAAn9gkjCc4DOkfZYM2eFwODRLe5hXwBfAlPUCo+Va27uuouwFmBvWNdJGaZ+ZgRmDBYbtgxFKp9OSZPcDCS0SYExAMBBBdotDpjsnjmHx9Ey6bpGu+6nbBwpw9Pv9SqVS9nmhUMiKNcxFlPZnGTKzzDUp4fdcJ9c6H8kicwgBwHwHZimAx+3tbWWzWdXrdZO0AvDc86JIAWsFsByPxyah9Pl8KpVKymazCofDdr639vdJsmISx4qcmesu3Ry3sbGxoY2NDWOg3QJRPB43tg+Z6OLiog4fPmzHjmx0OBzqxo0bOn369IQZjRdeeOGFF17cKeEBttscSKWoZpMkAYRgG6iu4wCHKQeOeyRANP2TgJGUuj1ybgWdCjbv5+8AFpJnZGrucG4SVZzqSIr4Lwkj7BtgCLDInDaSUSRM9ByRkAMCXAkVAE7al+LRY8N5kXy7iTxJorQ/UgETA5i5Wq1m/XqSdOLECb3mNa+Rz+fT4uKiMpmM2u22VlZW1Ov19NBDD6nT6ej8+fOam5tTPp/XlStXdPXqVX31q1/VmTNn1G63Deisr6+r3W7rjW98o5566im1Wi3Nz8/bf9/whjfo6aef1rlz5/TII48oEAioWq0qk8mYUQbsablc1mte8xqb7baysqLl5WWdPXtWq6urxq4Oh0NVKhVbI9wLpGbT09OanZ019hK3QWSGHHsymbReqZmZGVUqFTOpARQAzlg/MFHIc/1+vzG7AHhJEwwQ9wIwJ90E5t1u1xguetqQ+7HG9/b2bFYbrBGgB0YMUO72Vrrsca/XM5YHQAOzxz6FfcTtEYDGegYoZTIZY6WGw6H1n7mz05hBiCkHNv58FuA2EolY8eZWBhmQw8/4foAgDB+yUiSWrsMlhR6X7eb+9ft9YzyRIgNgAcXpdFqFQkHxeNxAI9fFHSlCf507osMdor61taVGo6Hl5WX1ej2tra0ZqOO42dNuTxvXJhwO6yMf+Yg+8IEPKBqNqtPpKJ1O2/s+9KEP6ed+7ueM7fPCCy+88MKLOyk8wHabw+3vSaVSJtkBeDDwlUSR37lmGgAmZE2ukx4JGu+nwk4SjPzNdWADDPCZJHjuIGIX6LjJOeEOuXZdKGG6ME/Y3d01NzokibAWsG040rkztKamptRuty1Zl/b7bGBtYCpJrgGLgBDXNRL2oFKpmLHHzs6O7r77bn3Lt3yLrl27pl6vp3K5bKzbysqKCoWCgbNkMqlUKqVnn31WzWZTzz33nLLZrFKplN3n8Xiss2fP6i1veYsajYbOnz+v6elppVIprays6JFHHtHKyoqee+45FQoFlctlXb9+Xffee698Pp8ajYba7bY2NjZ0zz336PHHH9fOzo7OnTunxcVFXbhwQVevXlWtVtNoNNLBgwd16tQpXbhwQefOnTO2kOQbpjYajZosFxfSdDpt1waw3O/3ValUJMkYKQoHMJ4wHBidALCxWMfkgqIEc+pct1MYT5hbWFXuE+vO7/fbHiF5Zx+wfumbAyi5MkS3AMB6Y625DoXM6YMdpkcK0BCNRs3VVJKt8UAgMLGeCoWCsZitVkv5fN6KJQCf1dVVY4MBlJzvaDQy5lqSPSdch1X2PMA+EAio0+mYdJJh827xBzkl1wuABpM3Ho+VTCY1Ho/tPiWTSetHTKfTKpfLBmxnZmaMvaPHlWcSa8AtAtHLyr2pVCpaXl7WxYsX7bjT6bSN96BHF7kjBk3uYHZpfxh5uVw2FQHD5BOJhK0JL7zwwgsvvLiTwgNstznoFwN8MV+JJIleMNdBDwaMJBiQghOia6bhDu0F2LlN/jAiSByRMrqyQJgy2Cl+ThK/vb2tfr+vTCYjSfZdfC/voTfNtdV3HQcBiTAYDFx2pVMu6+aasnCcruMcck5YGQAfSShgj3NzE8pms6lDhw7p3nvv1ZUrVzQ9Pa2jR4+a++Ozzz5rJhyNRkONRkPpdFp/9Vd/pa2tLV24cMHm1PX7fXW7Xc3Ozuqpp57S448/rng8rqefflrNZlN33XWX6vW6Tp06peFwqEuXLml7e1sPP/yw/H6/8vm8rl27ZqYu29vbeuihh/Qt3/ItWlpa0urqqq5cuaLz58+b6UggENCDDz6oY8eOKZ1Om1xzfX3dZs7BxsCElMtl5XI5S8QB4Kw3rjsDipGhIl90LeJhYuhpop8xEAhY8YB7BUAH1ANC3HEAmImwrilCwJzdOtAb5pj+Q4oVrmOjO1KD9yEDnp6eVqfTUS6XM0CXSqW0uroqSSbBC4fDZrEPsKDAwr6BVfT7/SY3HI/HymQyE4OsXVkxrGOv1zMH0Ha7bSBxenpaiURCnU7H5JrcA3ffsddg5pAJdzodYxuRVrrD66empibmO7o2/pLU6XSUz+d16NAhlctlhcNh6weDqYTddk1jXGdNGDNej5nI9evXbZ0Wi0W7BjwzYOAAbIB/1tYv/MIvGBD7zd/8Tfsenq8rKys6cuSI9cZ64YUXXnjhxZ0WHmC7zeE62blznABRkowBo2rumiK4jnskVLAMgB0Sxr29Pes/kWR9Q/STIVEkKXMr9zjJuYkSVWwAHskiLCBN/pgf0HfCe0nipf1Bwq6k8VbDCVcG5/a8cHy4wQEAJRk7hIMciTysAsxHKpUy9q7dbsvn8ymbzery5csKh8MqFou6fPmyXnjhBZ07d06lUkmS1Gw2zZkOo5KrV6+aG2Sn01G9Xtd9992n5557TsViUaVSSVeuXNHS0pKi0ahSqZSy2awOHjyobrerVqulhx9+2MDbYDBQsVjUlStX1G639ba3vU133XWXPvvZz2pxcVH9fl9LS0taWVkxABMOhzU/P68HH3xQ169f14EDB2yOXC6X05kzZ7S3t6dLly7pxo0byuVyyufzNvB4c3NTtVrN+oVYf6w7FxCzBhiRsLGxYX1iJOwMbWYNuWYVriGJpAkTEKSE3Bu+V5KZyADYKXa4Yyamp6fVbrcNdLhAkQIGDE2r1bK5YJ1OR+Fw2BhlACKsHmsO4AXwYU3ChGEAgpkNgIPj4DPcvwNUR6ORXZNut6tcLqd2u20yPtdghXvBe7knFGboIXUZZQCsO36AIgbHvr29rU6no2QyOWEmc+LECRWLRTPKYewB15RCTjgcngDBsJq403JParWaVldXtba2puFwaPJN5vi5rq48P2D7ZmZmFI/H1Wg0bKyBKxWlQCDdBKWHDh3Sm970JiuSeeGFF//3xeGf+vTf+JrrP/eW23AkXnjxfyY8wHabA4DW6XQUiURMdiTJki0ScJJcl60C9JBIUr1HpkhVne9BHgY4ohoPcHF70UiEAVsARarXVOSpoJM0uklQJBLR9PS0jR1g9lK/37fPgt3DSh73SqSbAC4klN1u1wZtuz0tyD2xM08kEsYMIYPCLdJlILPZrCXD9O6k02ktLS0pmUwqn8+r2Wyq2+3q7Nmz1k937do1ra+vG6BptVr2B1e6jY0NLSws6OzZs9rZ2dFdd91lDncrKys6efKkRqOR/bfb7Sqfz2tvb0+Li4sKBoM6efKkSTLf9ra3KZ/P68/+7M9UrVYlSevr69rY2DDQT//V3t6ecrmcXnjhBQPa8/PzWlpa0lNPPaVDhw5pfn5e+XzemNhwOKxOp2MAggQZYCDJXuPeaxgMDCampqZUq9XsfiOTk2SSQpdhkWSgiNEOsL0wue5w9Xg8rmazOSF/ZCg7Cb47OJ6eNtjBRCIx0U9Jbxkgxh1EDnvjzntzHVg5fkBBNpu1QoS0P9DblSq74Ib+P7f3FHDTarVULBaNFbu1fxU7fpxOkSBHIhFjvdyiCVJh3BQBnxR9+BlsKZJi7u38/LyOHDliQCscDlsfIeuA55ULsDhnelVx+ByPx3rllVfMUCeZTBqgBEBOTU0pFosZyweri9kI4DYWi2l7e1tPPvmkarWaEomEHn/8cev9A7i55i8ctxdeeOGFF17cSeEBttscVKLdPit3RpPbC+QmdbATJCkkWJLMuESSSagAQ/yeZIWkDIaN73Pllvyb3jAAE0mpKz9zQR/sB6Yg7rBvZHQkeDAdMCiwYLg6YlKAMYHrBgfjQhLtXhOSWKr9SNborwkGg5qbm9NoNFKj0bBEmATwwIEDxl6urKzYtb9y5YqZWRSLRVWrVZMeJpNJtVothcNhYzT7/b6OHTumWq1myfjBgwdVrVb1Ld/yLcbIBINBXblyRXfddZcBrEajoX6/r+/4ju9QLpfTK6+8Yk6C9Xpda2trdp1gelxm6OLFi+aOODMzo7e97W36q7/6K43HYzWbTQP5e3t79m/uA8wa7npYpZPEAwSR9XEcFBMYL8F4gUQiMWFRj7QSsw/6EFl7HBsJOusEcIeUjrldjUZjYpwA+wkGDbkfLBJyQdbj3t7+YGnXYCQSidhcPq4DYIY1JWliVhtGOOxdQLAkA2Xu+QEcs9msWdm7A8Pp24KxAvByzdy5dDwf+BkAiPVLnyBOs/F43Jgr+tko2gQCAWUyGXN8RHoMiwU4Y71wXflerqsr/d7e3tb169e1urpqzx6eVexp+ui4rpIMTLPOU6mUPYe4hjMzMzpw4IDm5+cNYI9GIxuZ4poNuSZEXnjhhRdeeHGnhAfYbnO4NuRUk0kmZ2ZmlEgkjBGjud81ewDokYTAziE9RCIHCAGkkawgNYtGo/Z3bMip1ruGAa6zI0kzDf8ki/SeYZTA8XKu6+vrSqVSlpD3ej2lUiljFJibxRDnzc1NMxtwJZuwdO4MJyrmbi+UazyCzBKZ6bFjxzQajbS2tqZ6va6VlRVJN40zjh8/rkAgoHq9rhs3bqjT6WhnZ0dra2s6evSoMaOwU/RZATiGw6EOHDigTqejUqmkbrerwWCg3d1dlctlra+vGxCSbvYrVSoVJRIJTU/fnIG3u7urXq+ne+65R5FIRNeuXVOtVjPjh0uXLlmyvbS0ZIOUAQiXL1/WtWvXNDU1pXg8Lp/Pp4sXL+rNb36zPv/5z0uSisWiATZAGCMe3DlpgAD69QDKrrQVtovEHnYrlUqp2WzaTDgMIlj3GFzQD4m0cWZmxkZXuGAbsI9xSbvdNiMQfg6AdeepUUiAMXKlkYlEwoobFCdguV3JMN/hBvtrZmZG4XBY3W53YlYebLU7XBvQxvlIN2cMAiIoeDBTDPlhKpVSLBYzdhvWjDmOsNUUOtw9wf1CaukykgAm91odPXrUnjmpVMrY5FvdX5Fawuxy3diHHONgMNDGxoYuXryodrutfD5vIMwdEYJaIJVKTawPRicgF202m8bcMhsS+eTOzo5+//d/X+fPnzdWzY1f+qVfsueKF1544YUXXtxJ4QG22xwAiVgsNmHmAYCS9lky2Br6c0iEAF6ueYAks1ufmppSp9MxqRZMGokWlXXXEAJG7VYJl5twurI1aX+mF0yWpIlzkPYlmvTNwZQhXcRkBRDgOsy5Vv2cI/bmrpMgx0fyShIOwwGrcuzYMUvyLl26pI2NDa2tralUKimRSKjVamk0GqlWq6nValkSGo/HdfjwYT377LPa3NxUv9/XqVOntLe3p0wmo2q1ql6vp9nZWW1ubioejxt7wn3odrtaWlrSo48+X/rvFAABAABJREFUqmq1qng8rmvXrmk8HptRSCQS0aVLl5RKpRQKhXTx4kVdv35d7XZbc3NzOn/+vElFl5eX1e/3jcUkCX7mmWfUaDRMjnrffffpL//yL/XYY4/pzJkz+vKXv6zhcKiHHnrIEmrYMuZsAd5isZhCoZCWlpYm5oy1223r+0okEhMz0txZZQw25tgoUHCfAUpI4tzigyvRda3bkc0xV44ZhIAJTDympqYMaCwuLkqScrmc4vG4DYRmb7GOYRMlTThGumMlOEZ+R79eJBIxkxB3xh9FEa4P4MZ1i8W5lXUPawQjTJ8mJh+se/aVCzYxVsGBFXk0YNV133TNfI4fP27fGYlElE6njS0FrMLYARZRBrBHeQ3uoisrK7p06ZJqtZoymYyBTkn27HINZ/g5e50iDkBeutlDSkHGZUV3d3f1W7/1W2o2m3riiSfsOej20/l8Ps/W3wsvvPDCizsyPMB2m4PKM/Io5IMku5g1tNttAyb0o9BHghwMVk6SufPRvwJbRpLpgh+SLORlSLlc6SRJNSYfDER2TQ0wLsB1kBlaJIeSLJnmfJEv8llIomBouA4kqslkUvV63YAAw4ABRCR6JOmwlzs7OxoMBiqVSjpy5Iji8bj1uGGkUKlUFI/HDUDW63VjmxjwPTU1pde//vUaDodm0X733XfbdXdd52Ai6W+jjyoYDGppaUnlclnNZlO5XE7Ly8tqNBrK5XIKh8NKJBK6cuWKXe9Lly7p6tWrqtfrmp2d1ZUrV8xqfm1tTZIm1gRSuo2NDWUyGS0tLWk0GqnT6ejgwYP60pe+pCeffFJXr17VpUuX9NJLL+nkyZN2HrFYTPl8XvV63Vivcrmsqakpzc/PT6wHaZ/9woGSAoAkk7zyetaIC9AAlKxBWDFYPnd4db1eVyqVsp4nn8+nZrNp7p7ILaX9QgNSSPZDqVSyzwRIUZwg8XcdKl1gs7W1pUwmYwya2wPXbrcnHCRxKGVPAUYB6S4gYZYawWvdfjeuJUAd0Dwej239I0dEmirJgNr29raSyaTa7bYVPkajkba3t5XP5xWPx5XNZu05I8lMPNhPBIws69x1qK1WqxoMBjaW4ty5c9bHmkqlJj6LXjYkixRx2E/02AIMkUrv7u6qUCiYPJLiCC6lV65c0Xvf+16dOHHCwKQ7oxEZrhdeeOGFF17caeEBttscrvyIcG3mcd6jZwhWArkhrBfGECRMVPqlfQdGJFuALJctcE1KXLdK+rSmpqbU7/eVzWatik9fjaSJWWyBQECRSMTMKwB8GCS4SSpDm/lukk/MGHq9nvU8ATaR0tFfRR8QslDXNMUdZ8B8sWQyqUwmI5/Pp3a7bdcHphLrdd4/Go1sfty9996rhYUF9ft9szafm5szcNnpdOy6kZBWq1VjqEqlklZXV20IOkn+8vKy9ayFw2Gtr6/r8uXLSqVSWlxc1OLiovX2MPPr2rVrWl5eNuCK/CwYDOrAgQM2n+zYsWM25Hl5eVmHDx/WxYsX1e/39eCDD2p9fV0+n0+rq6vK5XIaj8ean583g5upqSkbiDwYDIwVobgQjUZt7AR9hd1u12SnvE6SSWxhJmG9YMYw3mFtuH1Z3Ft6Fd0xFC4DRXLPGkOmC/iBJXadGZFJwsrCTrGueS3uoew1t5cMAETvmd/vVyQSsfMCGIVCIRWLxQmGkfXAdQWkhsNhRaNRMxahh5PvojCDXNLd3xR6AKvcT9fsx+fzKZPJqFwuq1wuG1MHOwmDiOyagoA7Z9Et5AC+u92u1tbW9OKLLxqop6+QZ1YkErEZdW64PbiAL+6nex7IrNmj7s+lfaCJ6yuMLMfL89ALL7zwwgsv7rTw/c0v8eJvM5BjkUAGg0FLMEajkdrttiWtAAcqxfRwAXoALliJSzKbdpJnmDjXBfBWORMVbarYJMepVEqbm5sGjrrd7jeMGIC1oOeEuW8kVn6/30AoiSdJqySrltO7xYBed37T9PT0hJsm/UIc+/T0tMnyGGUQDAY1Pz+vcrmsUqlk7NS5c+e0srKiGzduqF6vq1QqWf8fLFC325V0Myk+ceKE/XxqakqFQsEq9bBrOzs7KhaLxm74fD6lUikVi0V1u11LXJmFVqvVtLu7q2w2q1AopEAgoHPnzmlqakrNZtOYtWazqVAopPX1dXOtnJqaUrFYtDUQjUY1Pz8vn8+nVqtlw5xf9apXKRQKqVKp2Pc9//zzmp2d1cmTJ+0+dLtdNRoNS9BnZ2d15swZHT58eKIXCbZpOBxazyW9dDCwzHNzZ+UhQQT8AGwCgYCy2ayZ2WxsbBjghV2GQQJYuSMffL6bQ8UpQgDS3QHwFEdguwDnJPDtdtuMNVxpKUl+LBbT1NSUWq2Wut2u9ZESrVbLAAX7g2vk7ilkea5BCYwo14g9Rw8oDqKDwcDuK2DN/W4cQmFTuaa9Xs+OA0Y8kUioWCzq9OnTOnTokMlZk8mk9bC6YwJg/NiLfB7XmO/odru6cuWKFhcXJxhSl3nd3d21cRjuvXEdKjFKicVi1kvJdXNZeZhKWH3Wzfd8z/foD/7gD8z5k15YzJtwO/XCCy+88MKLOy08hu02B3JFt1JMwhiJRL5B7sdr6ONACoRMqt/vG0uVSCSsXwgpGOCJKrQ7M4nkGUYNeRFmJuFw2KriSOJcw4FkMmngj0QXqSSAANMAgBcOfgBNKvfMlNrZ2bGZdEgYkYnC+rlul7B/fr/f5kNNTU0pk8no3nvvVaFQMAaoWq1qZWVFKysr5pgH+4CJCv1CyWRSsVjMZr3t7OxYT9fm5qYymYwajYa5SyLtghGhV46ktFqtGjjp9/tKJBI2T2p5eVn1et1GGACMsTYHtCNfg/mIRqM6cOCAgZFWq6Vqtapr167p7W9/uxYWFtRqtbS2tqZut6vFxUXVajWVSiWNRiOlUimTUMbjcbNshx1tNpuWcHMurjtoKBRSq9Uy0xDmqLGOYZtcdz4AJQk1IB5gJu33SiEt5ffsEfq0YNRcJtcFbLAsrJ9oNKpYLDYxNw0wA0MLcOB86ZHiOrCnAOVY6gPoKHS4rqSATf4N25XP5yXJzo/rSz8eskN627CrB6xIMsdMGD+kf/Sw5XI5RaNRlUolZbNZSbLr4Jp9YD7C5wA2ub4wWezher2udrutjY0NVatV23suK+reF4oNrG0XyDKaIpVK2T5MJpOmIkilUmo0GvYM5RmFa2oqldLe3p5+7dd+TZubm/qZn/mZCdaUdfVf/+t/NebXCy+88MILL+6k8ADbbQ6Sk2g0asyFC5QwGiFZgmnrdruKxWJm1Q67AGgjOXF72ZBXkWTB5iCtIiFl3hE9MPTyIEGjVwpnNxdYUbmWZMkoMqutrS1Lplxp1Xg8ViqVmuiBA8S5A4Fh9uLxuFmhk4xyLZFAumMFYEhcpgZ2ZXt7W4PBQBcuXDAWhO9zHeQKhYIl5JVKxQBvKBRSLpezpBTQ5fZowSjw+k6no2g0aoYesCDc46997WtaXl422SnJtM/nU7/ft6Q2FAqpUCjo6tWrBtxwgpT2B0lfuXJFf/zHf6x3vvOdevnllw04NZtN1et15XI5Y+/m5+ctqXev7fLysrk7+nw+A7e4igL0MYDgfgNYKRRwjyXZ3Dc+c3d3d2IItTu8GaDCtWTdUIgIh8PGCrIOXVABIBiPx7YHGLyNsyFgKhqNajAY2FBsACHngwMqRYvt7W0VCoUJ11K/328jDFhzFDFcC3scVQGsruwwHA4beOS7ua+4IMIWAe54DZJD6ab76PT0tObn53XixAkr0szOztoeguXkcwFvFHNcR1DeT/Gg0Wjo8uXLajQaEwARYO/z+ZROp9VutyXtGwW5kltYeu4TawbGlvvt9/u1vr6uwWCgw4cPG8DO5XLqdDrmBBsOh/WOd7zDPpP76o67wGDFCy+88MILL+608ADbbQ6SXVgl5EtUul1bcPox/H6/UqmUMTWRSMSSTJIgEjH635BzuUmha0pAxZ5EEbMOPsNNegAaJGfSfu+aO48KgwaYQUwkXPdBkjMSWne+E710gUDAXPGQUsFMkhy7RgvYw8M2DAYD9Xo9LS4uKhaLmaU5Q66RcjabTZNgxeNxS5ZhtuhR297e1tramgEtjtm1fO90OgaI+R3OmDs7O0okErYGqPhPT09rfX1dy8vL2tvbUz6ft4HG/X7fTCsk2e+r1aqBZJ/PZ5I4gMjc3Jz6/b5qtZpeeuklLSws6MaNG5qdnbXrEgwGdfjwYRs2nEqlbF7V5uamWq2WWd4DVgHE9H8BjrifrmGIC5YY8M71odfNNaqBaaNQwT11QRjAj2Okb419AmtD8cN1OAVs0evlFgUoVgCWut2usd67u7tqtVp2r7jGGHd0u13lcjljEwGBMJCcCyA5FArZsG9XTuuOJoAZwz213++bVBJDHvabz+czFpr9BHN68OBBJZNJ6ydkVp1rwOE+Z1w3RZ5N7HP2Wr1e1/nz561YxEgDniuoAnhWYHTCWnXBNMdM/yugKhaLTbwPJndra0vVatXMj/gsxoN0u1297nWvs+cITD7rhXPF3MQLL7zwwgsv7qTwANttDpJU2B0X5LhGGCSWmIkwvNg18XCNEkhMkVthxlCr1bS9vW3Vd2RgJJSj0WhimDDJdTKZtGMjIYcdYF4cM8YAVDBsbkIIIJQ0IbsigSYhQ3LYbDbtOsHMYeDgMnhcO0mWrHM+DD0ejUa6ceOGyeTC4bAOHz6seDyudrutGzdumHySHjXkW5cuXdKRI0c0MzNjRhsATLdfj+Ohr0aSMSvMTkNOR78NTIJ0E0Qip4QFgPWgV4u+PtYFsi7kcySwvV5PuVxOhUJB0WhU58+fV7FYVDqdVr/fV6lU0nA4NJkhJg0ATRwf+d61tTW1220DDYCVTqdj0kgYNQASxicwpEgZp6enrZeR9Slpwg0RkOSCW4AbYIV5XH6/X5lMZqKP0e0Zw6AGZkuSMYKASxhNjtv9GeY8rkEJxYBMJmMyUPoSAbOj0UjpdHrC7AJTlVAopEajYccH6ABsTU9Pq9Vq2Vph70lSrVazYgXnSuGB3s18Pq9MJjNhIMS95XpzXJIMaMEasp/4PCSuy8vLNreQa4oSgKIC8xldY5ZkMmkyYFhV7pF7/ymUUBQIBAJ2HThn7hMFgNFoNPE+WNBGo6G/+Iu/0MrKir7v+75PoVBIZ8+eVTwet7EbXnjhhRdeeHGnhQfYbnMAZtyZTO7sJ3euEEAO23ASTxIuEn1JVq12wQAMnNvLAahJJBKWZCPPQoqFoYDrfAgTQjI7Ho8nhh9TJSdZnJqaUrvdnjAb4fjd//L6ra0tk7bBDHIO2HfDPLjvJ4kH0MBKAAbH47F6vZ7NWNvb29Pi4qLOnTunXq9nzpEYUNTrdesxu3r1qoLBoDFr9J2RHJL8N5tNYz/j8fgE8MPUgvsEC4jUdXV11WSP3FtAFCAaqR6fT3KPTJH71Ww2zWmRcQUXL140k5Fms2kMnAtuCoWCms3mxIyxK1euWL8dbCOsDlJJ1gUJPuuKOWC9Xs9YN4wx+v2+MafcD0w25ubmvmFcA31YjUbDJLL0DeIYKu07EXLPXVdU18YfIAJrs7e3p3a7rUAgoEQiYc6OODfCsuXzeVtvAFV3D7O3mceGTBbWjfXI+nX75XgvNvg8C9hHFC4SiYQBK4ALa2Nubs7kl/Sest/5fo6BogbPC2l/LMbGxoaGw6ESiYTa7bauXLmi9fV1W5+xWMykkxghcY05l1QqNWHOAltL8anf7yufzxuIZw2x1nleuSMzAL21Wm2C8efc/H6/XnzxRX3kIx/R0aNHdfnyZdVqNYXDYVUqFf3VX/2V/uk//ae2XrzwwgsvvPDiTgoPsN3mAAQhjXTnljUaDWPCSPKnpqbMbpukH2DCzzApIJEiMaKijZU1rA89bLBxsBgks5Im+pAAbRyT29vjVuVxraR3je+kIg4rBqPmDjiGcQCwAQypupMY0yPDd7mgCWARjUZVq9UUCATMMTIajarX6+natWva2Ngwq3UYAZgz5pHF43FjNJmThikH7KPP59PGxoaxkvRzwRplMhnlcjm7PrjmMUeMXinOXZL1xLkDrOfn583UIRgMqtPp2PV1GTpX2uYOc240GgoGg+Z2SE8j9v3Xrl2bMLFZXl5WpVIxoIOsLBaLmUvkrcUF7iuMVqfTUTweN+dEADv9c8PhUPl8foI5dU1FmGfmGrawxlxXT9hMl41EgojBBQ6imOC4ewXgAYBjnhoujDiANptNY6+Qubruq0h5AaD0/XFcMKuATnoe6bPa3d1VPB43ME2/WzweN+MeZL+si0QioXvuucfYaLc3knXmym9dptkFSEgQkVoz0+zq1asGmAF6kox5ZC1xnzENcU2PAMdcA9bqcDhUJpNRu9229yQSCZMpw9YhAe10OrY/6aWl0MR5fupTn9J3fdd36c1vfrN+7Md+zL7rnnvu0VNPPTXRo+mFF1544YUXd1J4gO02B704SP3oV4pGo8akUXVmZpW075znyu6QpcHSMZCWxBeDDRzoer3exBw1EkNXmgj7g1SLRI+KNhIl/g3gIpl0bdRJVkm8QqGQMUtU0gGIrnOlO27AnftEYgy4dPtbYNq4Tlil7+7enO/W7/fNZbFcLpvRBYADoEiCiAkH73fngMFg8X3cI0wsRqORSqWSSeOQvgUCAbXbbZO3IY2DTeFakQzH43FlMhmbXVUqldRoNJROpw2U5vN5M3UIhUJKpVIqFAoTM+KWlpZ04MAB7e3t6fLly5qdnVWr1VImk5EkNZtN3XXXXdrZ2dGFCxfUarVMguv2fPV6PQPZfr/f1hZsm+sGidSuUCiYFLFerxtgwfETWR/sUbvdtnvBNSXRZn25w9NJ7qemplSv1xUKhZRIJDQcDhWNRtVoNAxUSbKeL3dWIMYlAB1khIBDt9+NAgnvA5w3Gg2TJdInxeu5ZjCD7CvXLRYwx3UCcGHgE4lEzDQnnU7rrrvusv45ACcDqmFKb/0OSbZXAdm7u7s2S29lZUVLS0vq9XqqVCqKRqMmp0XCzZBxmEPkrNPT0zYOo9vtKplM2vpotVrWQxuNRhUOh1Wv19VqtaxQgDIAF05YdWbaDQYDpdPpCakt5iQ8v1ZXV3XfffcZUGcN0EfrGuB44YUXXnjhxZ0UHmC7zeFacLuSRSrUJKVUk0m+3FlPJP+wW66DIrOUXItukiLAIRVqwJprp85nAvroWxsOhwYukLvBTA0GA8XjcUveYJtI8hKJhDEt9NTBeiCngpUYDocT9vk4abp289K+LBQw6I4FkPad9ThmV37KCANeAxgk8QU4utcEVnQ0GpnhC+CVXj7m6B05ckTZbNaOhYHgzFJDIkY/FIChWq1aQl4ulzUajbS2tqbZ2VnF43FVq1UD8r1ez64rUsm5uTkdOnTIRhLs7OyoUqno8uXLqlQqmp6eNmc/Pvuuu+7SwsKCer2e9TPCaLr9VMhUI5GIvQbHPpgUJIQwGwzX7vf7NjrAdUBFCofhB0yzJPse1iJMqmur78oKAX3cK7ffD9C0s7NjswVxGHT7uFiLSH0lGWiDAcTdFDmly25zH2EJ3VEYnK8rNeY4YRN5fSKRsPOCFe/1esrn8+ZeyrVKp9MmKXbt+V07e5d5xeCFawAr/dWvflUbGxsGqNg3SBvpUeMYuTbuPEBmTOK4CdvOiAauKX1+lUrFTGJYe9xHSQbi2a+ANfodXadb5KhcJyKZTOrll19WMpmcKFJ44YUXXnjhxZ0UXrnx7yg6nY5JBQE6ru08PVtusufKrnDIo8qNLT/VZzfBlm5WvQFZ4/HYEiDXhY+eIz6LpBHXOHpKAFeMDSApDoVCNog3EAjYTLRarWbgVJKdN3JQnOKQdLlJOMdGXxRsHywbzE+73TY5FUAP0Mr1pf+LuWmYgWAsApAIBoOKRCIToI2EE6MOfkdPjpugl0oltVot64Pa3NzU+vq6+v2+CoWC8vm8SqWS5ufnzSlyY2NDqVRK9957r1KplJrNpqanp3X8+HFJN232OTZA0Pr6uobDoU6fPm3DrhOJhLEOs7Ozevjhh/XYY4+ZJXqn09HZs2e1sbGha9eu6aWXXtLa2pr8fr8ajYZ2d3eN+UUG6jr2waJUq1VjEwEpMDnMkoO5BHzBIJGc04+FqQTsB71tMG7cQ5hUXEyxdJdkhQ+XqXX7AaPRqF0baX8WGYUGJIHI/dg3sDedTkfdblf9fl+SDIi4xQ4MRjhOpIr9fl9ra2va29ubGHNB8SUUChlwJzCFGY1GmpmZ0T333KOFhQWlUinl83kVi0UVi0WTz6bTaUmaADWuy6brJIu5zHA41NmzZ/Xss8/a/nLnBwIkkSfDWOGwCuBjr7kOnn6/39Y+a4RjwQE1n8/bsWEq4rLqrVbLQDlAnWdIq9WyYhby1QceeEAf+9jH1Gw2rX/v7Nmz+uQnP6mHHnpI+Xze7v//P/FzP/dzmpqa0k/8xE/Yz0ajkX70R39U2WxWsVhMTz75pDY2Nibet7i4qLe85S2KRCIqFAr6V//qX1lBgvjCF76gBx54QKFQSHfddZd+67d+6xu+/1d+5Vd0+PBhzczM6NFHH9Wzzz478ftv5li88MILL7y4s8Nj2G5zIAdDsiftyxPpa6MSjvsfToP1el2xWMwMD2A1kG+RzAC4kBS5M7Po5YIZgfGDJUqn02aDTj9Nq9VSPB5XrVaz3ilGB5CIk3gCsgAVsCckw4AnGBOMIWD9eC2ST2RnkiakkBx3t9udmGkGmwaIxL0S+SRVf0ACIMMFwEjwsGtHfsfrYAqQR0ajUeuxOX78uEn9OKelpSXt7OwYQGPOHaAumUzqyJEjkqTV1VVFo1EdO3ZMnU5H169fVyAQUC6XM6YF+d/c3JyOHj2qbrer9fV1ra+vS5I5PaZSKR05csQYE0kGzHHtW11d1Re/+EUbou26h3LuOBHCjGJxPxqNbBgzLJwk67Pi7y4og+mCCUomk2q322aiASvLd8KEAqLa7bYVHGCUXaMdTGRmZmbMoARZJkO7kXpyj13JpNtf5s70omdTkhUzYLSazaZSqZR2d3e1vr5uhQDOwe/3K5vNmnyUQgrfi3wV51Wk0ZFIRAsLC8bkur2VmKzACLtyVBg69grmJBR9rl+/rsFgoCtXrhibXy6XtbOzo1arZcxwLBYzRjASiVivJsASlhUXSEkGfGHy9vb2lE6nDYjxHIKdg72Eyef5Qj8tzyjAINcLVp1nyfb2tp588kl97GMf08/8zM9ob29PP/uzP6vd3V098sgj+o7v+A41m00b8fHNxnPPPadf/dVf1X333Tfx85/8yZ/Upz/9af3e7/2eksmkfuzHfkzveMc79OUvf9n2w1ve8haVSiX95V/+pdbW1vT93//9CgQC+k//6T9Jkq5du6a3vOUt+pEf+RH97u/+rj73uc/ph37oh1Qul/XEE09Ikj72sY/pfe97nz7ykY/o0Ucf1Qc/+EE98cQTunDhggqFwjd1LF544YUXXtz5MbVHU5MXtyV++Zd/eUJiRt8YoGxzc9PkRa50jJ6ncDisTqdjTAgJazwet5lh7vsGg4Gy2axZljOwG3MFWAJ30Haz2bTkj/4vJGiDwUDJZNKYA5/Pp0ajoVwuN5FkkQAD3pCluf1c29s3h1kzSwnZoySTRcEKYTqBgxxJ6K0jEZC0kQxSuSdhdd3tSHS5hu6MKyrxsDb0BjHTKhQKqd1ua319XZ1ORysrK5qZmdGRI0fU7/eVTCY1NTWlS5cuKZFImKU4s6BgmpDCIXfM5XLa3t7WjRs3tLW1pUKhYN/VbreVSCS0uLioXC6nkydPGsPnujZKMgYFcEBfW7fb1cbGhplPcO4PP/ywDhw4YH2K7tgE+q6QqwFcJVmvG8DMnXfmAm8Gk8O6uC6IACLAqyS1221zk2QvuM6OrDHAUyKRMDMQwClsEj1Xfv/N4dKdTkeSJoxcGOY+Ho/NHAZ2DeDGeuh2uxNAiX482KR0Oj0xi03SxFw6ChkUZIbDoQ2H39nZUSaT0fHjx5VOp21/7uzsqFAoTJiuAP7pC2Rt830ANM6h2+3q+vXrWl1dNQCLJHhubs56ymDL2u22GcPAXLrFDZ4fsLOpVMruN/JJelIphDBSgvWxs7NjPX+39qbxzGDvI4EcDAZKJBLWn4aMmudopVIxt8v5+XnFYjHr6Y1EIvrBH/zBb+pZ3ev19MADD+jDH/6wPvCBD+jMmTP64Ac/aNflox/9qL77u79bknT+/Hndfffdevrpp/XqV79af/zHf6y3vvWtWl1dVbFYlCR95CMf0fvf/35Vq1UFg0G9//3v16c//Wm9/PLL9p3f8z3fo1arpc985jOSpEcffVQPP/ywPvShD0m6KQGfn5/Xj//4j+unfuqnvqlj+WaCUS48Y7zw4nbF4Z/69G37rus/95bb9l1eePHNxjf7/PUkkbc5SJSnp6ctOZVkM4skTVSQATntdlvdbtfYE5JJKsz0C1G5BzzBODAwGmBCHwsJJ8wJSVaxWFQ4HDbLcximWCxmnwNQol8LVgWGBrkUDnMAKj5PkiVaLljF2h2QgLRta2vLDAUAgYAfSZbYRiIRk7+R6En7xi2S7JjcYyZJlGRsG4lvrVYzW3aYDXqZSCRTqZSq1ap996VLl9RsNk1eBwtEXx8JOAnziRMn1Ol0VKlUVCwWdezYMUUiEVWrVXU6HaXTaa2urioWi+nYsWNaX1/X1atXtba2Zoze3Nycjhw5onvuuUcHDx5ULBYzwJVOp835E6aX69ZoNPSud71L999/vxlskLj3ej1bM4PBwNYQjFG9Xjf2lHEEuPkBVDg+ChPMLXNleqy3Vqs1YTKCVA8zFoCDC8IBUUgOWQv0gfKHOX84f8JuSzIZJ2CVz6CggYyX9YYZBscDMGc/wEABjBlvgNwW1g6QNTMzo6NHj+rUqVO2xrLZrDKZjPL5vLHSAF164giKGa45EQWPF198UZ/73Of04osvamNjw3o6GeaN1JX7CNter9ftWYPrLH1nsHg4SXIuw+HQ5NvM3MO903V/ZD+595n14PP5rM+Qewd7l81m1e/3tbGxYcdEj+x4PFa5XNbx48d17733KpPJ2LqF2ftm40d/9Ef1lre8RY8//vjEz59//nltbW1N/PzkyZM6ePCgnn76aUnS008/rXvvvdfAmiQ98cQT6nQ6euWVV+w1t372E088YZ+xubmp559/fuI1Pp9Pjz/+uL3mmzmWvy7G47E6nc7EHy+88MILL/7+hieJvM1BokJig9QLSSLuaEghSb5giiSZvI/Ktjuvi14avosKPZImwBasg2uVPhqNrH8E+3NJ1veFPIreFcAM85TcAcuhUMjAJaYR7hDlXq9nPWUAMnqEXBkXLKQkk5Iiw8Lxzk3uGSlAdZ7jxFYdGRuW/VTwq9Wq9VG5SSvXPJPJmHsh9wnA7Pf7jSFJJpPy+/1aW1tTp9NRLpdTPB43UOWyj9PT09bTVq/XdfHiRe3t7enEiRM2MqBSqSgYDOro0aN64YUXJEnHjh1Tq9VSvV5XOBxWPB5XMplUoVCwYckAs1wup3Q6rVarpeXlZbOI7/V6ZohBj1G5XNbRo0cVj8f13HPPSdLEegE40cfl9nkBdGD1bpXzAi5wIOX4cAp1hzeTkG9ublpfGOs0mUyalBFzHZc5BTy5UlaOHWbLHZKOQytsETJjjFkoSiCHpFeTtQHD6MqSmVeIVT+sowscAHqMiSiXy8rlcvb9kmzP47bK/YAppGAACOF5AbiMRCK6fv26qtWqFXyYE8iw+2QyaX1r29vbZsrCteA6ArT4DneEiDtWgZ+xL91nCdeIUQWYF0UiERtPAavr9/ttz41GI3W7XRWLRdvX3LOPfvSjeuc736lgMKiPfexjE9cIZpxnx/d+7/eavPpviv/xP/6HvvrVr9o+cAPZK/JNolgsmix5fX19Aqzxe373v3pNp9PRcDhUs9m0sRK3vub8+fPf9LH8dfGf//N/1r//9//+/+fvvfDCCy+8+PsVHmC7zdHv961CD+sg7fdnkTAxs4j+GGQ00r59eqfTUTabtSSERHJqakrb29uWbLpMA4kcFXp6wTDOcAGWawter9cNjDBnCTMOEjnYMMAZyRbnRyLJzCWs/123RuY6IXMCzEn70lBpvzeKSj8AC8CKXDIajVoiCUvg9glyH5D1cQ3cHjRARr/fV7fbVSwWs+OIRCLGvuHMOB6P1Wg0NDMzo2w2q+vXrxvlTb8VDF4gEFCr1VKlUrGRA1tbW1paWlKr1VKhUFAmk9HZs2e1vb2tubk569k7evSoJJkDI8Ofg8GglpaWdPToUXN7bLVaWltbU7vdNsdI97q+7nWv0/Xr13XPPffoDW94gxYXF7W8vGzAlmvk2tMDkvk9bMrm5qb1OyKJc0dUwM7S5+XKUjked+D71taWWfVvbW1NSAUpMDBDjn0wHo/tGGFO2R8UJwBhMLswrjA/nPN4PLZ9CvuLJFLaB6zsPYbQ00MKSIRZ4jvS6bTOnDljRYp4PG49VrBfkozhjMViEzPfXLYPB9jNzU01Gg2T6vp8PlWrVcViMeuDZfQBbJwk+24kyRQyXPklQI6ihit/pLAB8KUwEYvFbF1wrcPhsP2b11HwYG/CuCKfRrrKfmQf3bhxwxx1b9y4MbEmeI4C5rvd7jdlOrK0tKT3vve9euqpp+y+/98WP/3TP633ve999u9Op6P5+fm/wyPywgsvvPDifxUeYLvNgSsi/V9UlKk6u/0y7XbbZGKRSMT6f+j1YKA2iSp9NzBK9HMhS3ONCGA+MJ8gsSb5IWCJBoOBsQKhUMhYi1gsppWVFQOY2NXzeSRMJFFur0k4HDamChbHTfgAt64cixltrgU814tkDakcQ4DH47EZXgAQAYkk8dL+KAC+HyYGFgYAARgEZCKrg6FkdEIkElGj0dDW1pay2awljeFw2Ga09ft9bW1t6fDhw3a9O52OdnZ2NDc3p/F4rGeeeUaSVC6XdfDgQeudi8ViOnTokCSZfPbSpUsKBAJ61ateZaD4woULJk+tVqsGlGFW77vvPs3Ozuozn/mMZmZmdPLkSb32ta/VJz7xCSsGICcF2MDYwpQAuJCpApK63e7EMHh30DH9SsFgULFYzFwnkeFikEOvE0YhFAHYO/wMh1FAhGtmAts2MzMzYXYB08g5sTYBevR+AsLc3jUkkq6Zht/vV7fbNZkhvWX8HlfShx9+2JildDqtZDJpzwYk0Uh6k8mkAS2uKXuK5wUmNvV6XSsrK2YsBDCGsUKqORqNzM0V8xuKIzwnAIAcP2DXHYdAXyPXB/ZvZWVFCwsLJrHmenFOAEGYU5/Pp0QiYf2KFGcoysTjcXNO5b7F43G9973vtT3/4z/+48pkMvac4rMrlYoOHTpka+9viueff16VSkUPPPCA/WxnZ0d//ud/rg996EP6kz/5E21ubqrVak0wWxsbGyqVSpKkUqn0DW6OODe6r7nVzXFjY2PCnXV6evqvfY37GX/Tsfx1wUxML7zwwgsv7ozwANttDpgc5EEkmO5sJ2RFgJ9EImHJkySreCODpPk+FApZL4+b1JGgInEiwUVqSYJGMgTgo49l7/875JtklGQbsJdKpUzqRR+KO9AXlo7vJFFotVqSpNnZWUvWa7WapJu264SbvPE7kkUAEok5x93v9w3IAthI1kgsJVmyhyxMks3aAiC67I8rOaUvKZVKqdVqTcgBMQqBRSPpd8+L2V/cv263a/1eDBdeWloygJDJZLSxsWFuoceOHTPjjcuXL6vX62l6elrf/d3frZmZGYXDYWP3JNl8O0DGzMyMHnzwQT3wwAMmWXz66ae1sLCghYWFCdYJRhPZJ/LDeDxuIJbeSaS5e3t7xsC6jOytRiN7e3uq1Wp276LRqA2P5t7A+CCzxXiEHirWHsPMJU0071KwQNIHAKDI4A5rdkEEEkuXGcOdEGOO7e1tJZNJ7e7uGrPKvQd8AsZOnjypYDCoaDRqDCwg8NZngmvHz2so1FC44M9oNNKzzz47MV8R9o1CD5JltxeO/cB1RDqMNJNZaAA6JKaSrG/sVkZ9c3NTxWJxYmYbBkCukQsKgH6/b884+mmr1aoxfHw3kmqMWQDzFELcuXG5XE4bGxsKhUIqlUpWwOIZ8r+KN73pTXrppZcmfvYDP/ADOnnypN7//vdrfn5egUBAn/vc5/Tkk09Kki5cuKDFxUU99thjkqTHHntMP/uzP6tKpWJujk899ZQSiYTuuecee80f/dEfTXzPU089ZZ8RDAb14IMP6nOf+5z+4T/8h5JuFmY+97nP6cd+7MckSQ8++ODfeCxeePF3FbfTUMQLL/5vDw+w3eZwe1GkfaMAkhV6YJAc4YomyarPyIlITobDoQ1n9vl8CgQCymazljCS2MKIzMzMTEgXATaAQJLVQCCgTqdj4Ax7eI6DRNw1SZFkIwvov6OyjTkBksBUKqVut2tSye3tbZMVklyTrJH8A4pIBrlGsBWAQ/qkJJkJCICV8QFuYoskDZMD2E/Xbc+d8+X2uwFkpH1ADlCBEUGex+wvd6QCrBKsnXQzGa7VanZ8s7OzajQaarVaisViOn36tKamptRsNm0YeSAQ0Bve8AZNT0/bEG7mt6XTaWNqAc2PPPKI7rnnHmM/4vG4NjY2tLS0pIWFBZVKJb3wwguKxWK2NnF7BGxJMqDDWoVBQx7IuqJnjkIDPYwuW8Swbr4Tww5JE8BpMBiYZBjWCEDBmsDxEWdLvoMBy6x52FTpZnGAAdmu7I+CiCsZjEajymaz1hOWSCQM8NBnmUqlVCgUlMvlNDc3Z/udPlXOnzl3rCHAD4UJ1ijHubm5ad/7/PPPazAYGAOHVDUajdq1HI/HJtuEbaYYwdqk57Hdbtv+gYFk9iKAO51OT8hFKXxwTqzvdrstv9+vWq1mg83p2XWLIKyHZrOpRqNh95R5lQTPMFxWP/zhD9v3c34uEKX4tLm5qfe///1mrvK/ing8rtOnT0/8jHvNz//JP/knet/73qdMJqNEIqEf//Ef12OPPWaujN/xHd+he+65R//4H/9j/fzP/7zW19f1Mz/zM/rRH/1RK1j9yI/8iD70oQ/pX//rf60f/MEf1J/92Z/p4x//uD796f0k933ve5/e85736KGHHtIjjzyiD37wg+r3+/qBH/gBSTfNqv6mY/HCCy+88OLODw+w3eZgKK2kiZ4dJFokHCSSMFUkQi67QGxvb1tiBTgjmSNxBayQfE5NTZlMjASXJI6+E+RsgBE+y52X5RpL8FoYHIAf383gWpJQJI/unCuXSeF7GBWA+QHySpgSjBa4frfax0s3ARBgmGq9C7QAqlxPgCn/xvkyHo8rHA7beSLDk2TAgD4ypKN7e3tqNptKp9MTFX6ksXwfzJ10MyGnZwm3vkuXLikSieg1r3mNtre31Wg0DOyGQiF927d9mzKZjK5du6bDhw/rxRdfVD6f1+LioorFomq1mo4cOaJYLKZ0Oq2FhQU7/2AwqGq1qlAopHq9roWFBRvM7JqC8Pfp6WlLwAHQ3HPkiDMzM4rH4zarDhYP8xLAJ+sTaR/yOECoex9hPgGOLoOJqyD7ZHp6WqVSyZwhAWuAIV6LfHZmZsYkrJwPrJb73TCWa2trVoAAaGNEgkSY2WmsMXduIqwwLojsX4A+8mZ3HzUaDbsm165dU6PRMNObZrOpUqlk6xamHqkuc96Q3BYKBWPiGWtAUQLZpFvEAUhiIoPxCdeWtc3sQ8YVIIlE7ptKpWwvA6oo/iANT6VSVvChyNDr9RQOh82UJhaL2fw72OoXX3xR4XDYpMLXrl3TcDjU/fffr16vN8Fw/+/EL/7iL8rn8+nJJ5/UeDzWE088oQ9/+MP2++npaf3hH/6h/tk/+2d67LHHFI1G9Z73vEf/4T/8B3vNkSNH9OlPf1o/+ZM/qf/23/6b5ubm9Ou//us2g02S3vWud6larerf/tt/q/X1dZ05c0af+cxnJoxI/qZj8cILL7zw4s4Pbw7bbY5f+qVfknRz+C69Pci0mAPlDtF1h0DDkjGHLZVKmakBFXRmmdG30ul0jKkgASIRdF3fSIJJ4Em23LllyJNI6NxZbCSbLrOGXInET7ppFsJxw0S5Tnck7PQt8f2NRsPkaphWkExXq1VFo1HrWeM6cCyusQXnCFDl9UjqSHAlmXwLYwTXftwFDoPBwGbXMfqg3++r0Wgok8loe3tbi4uLKpfLmpmZUSaTsZ+TLANa3NECzNdbW1tTrVbT1taWXvva15qEsFarqd1uK5vN6s1vfrOy2ayuXr1qkrXz58/bfLJIJKLV1VX1ej2ziqdPUJJZ4heLRT322GNaWFjQaDTS2bNn9dnPflaDwcAMcUj4Y7GYDS5nbZC0l8tljUYj9Xo9Y2E4N9wSpZsyTeSSkuy+xGIxhcNhNZtNBQIBM9/hdTCmbu8ga41+Q3oUSdT5Ly6kSCEBZhyLpInCx9TUlDksYoBCfyhrtNlsKplMKpVKmaTz3nvvlc/nU7lclnRTmnhrIYF17869o0AAmOv1ehNOnc8884za7bZ6vZ6ZsXCefC7rHFdG5MgAS4oLg8HAxi0A/Pv9vrLZrEkeXSdIXCN5HkWjUWMXYfe4hxROksmkFSPoFZyenlar1TKmXdqfwwYbSqGKgg+9qfTYtlotY+t8Pp8+8YlPaDAY6F3vepftAUn6nd/5HYXDYb3zne9UPB7Xu9/97v9Hz+7/m8Obw+bF/4n4+yaJ9OawefH3Mb7Z56/HsN3mgKnA/h65E7Igqv4kbfTvuKYP9B/BlJEEtVotc8eTpFqtplAopEKhoGazOdH47/Z1ISdiXAASN9fgBCaMxNu1QCdwneP8ACCAPGYpMUuLAeHIyyTZ7C9JlkC6hg4AJKr+LkvJIGqSbs6NPhuAJHIrZJouq+A6SboySFduxfuRbjKYd2VlxWSeXF/6sMrlsoGCvb09VatVxeNxk5v1ej1z8uOYs9msFhcXtbW1pdFopGPHjml3d1eLi4taX1/XeDzW7OysHn/8ccViMV26dMmkexcvXpR0kwXa3d1VtVo1W/xyuSy/36/Tp0/rrrvu0s7OjpaXl5VOp3X06FFLoKPRqM6cOaNyuawvfOELOnfunJlMsFaZ18Y1BoRXKhUDeFxLknFX7goohSFmUDtsCgwrbC/sHmtD2h/ODhtEj9RwOLS16M7Z4/pSyJBkPYcukAqFQjYUHnALEEIqjMQxm83q/vvv1+zsrDY2NpTP51UqlSbkj/RwcQ4AFlh0WGvY7o2NDWO1t7a2dOPGDetrTKfTJlPkfqRSKQOXPBOQfsJWcq8YnA1zB7vt9/uVSCQMBAcCAdVqNetlHQwGE7MPKWJw72OxmD03cAl1xyhwfxg/wT5ypaYweXt7e1aocfshKZ4A2mEsn3vuOf2Lf/EvDGDC3j3xxBP6L//lv+gNb3jD3xrD5oUXXnjhhRe3MzzA9ncQJB80yruyK2RCfr/f+nn4GWYebu8IVehbRwTABJAYSjer+LVazeRK0s2qNkyRpIlZb65U0u0NIUEmKaJqT5JIEufKMPldtVq1BBjpGSCU1/Az5rshOYMVSafTajQalijSW+W6XwKAYTW4hgAoqviufTyMDAAWVk6S2Yy7BhUklfQ2IYVMp9Oq1Wp2XoDvmZkZ9ft95fN5A92NRsOkfa4sNhAIqFKpmOV/uVxWOp3W8vKyXn75ZQ0GA91///269957FQgEdP36dfV6PQ0GA62urqpSqdh1ow9obm7O1k673dYrr7yikydP6vjx4zp27JgWFxd17tw5+66trS31+32Nx2PNzc1pZ2dH58+fN+YGSawkk9AB4Pr9vgH8cDhsazAcDltvXjqdVrPZNBDQ7/fNVRBpK/cNwOveD/ZOMpk0kO66eSK9wzyF/UGPItJbgs9mXWPg4zpMArw410QioWKxqHw+b+AwHo/bGmffUHhw+y7p03NdJLmeAMJ+v69qtapKpTIxIB3JLAwyjDnXiHvknm84HDZGHgAnaULCzKB31r7f71ehULDvxLQIKXS9XrcCAADr1jEPAFSOUZL1IPK90j676n5+NpudMGRCDsr9pDDEnm40GpqbmzOZLEZGgGovvPDCCy+8uBPDA2y3OWCBkDjB+pCoYJ+/s7OjVqtlCSBMFdVq5kHR4A/YgQFZX1838AIbxWtIFHHUI7GampqywcrIKnEwJGmFwaHKnUqlTFaJvTdJ59TUlOr1ugGrra0tHTp0yNi+3d3dCYBHld514wOEuc55HKPbP8c5uA6cbi8T4AxjBORbXEtAFdeUpB1gRnKLRIzPpSdvampKhUJBOzs76nQ6xqbAYIRCIaXTaa2uriqdTiuTyZiBAiwd7A7X/tq1a2b2Mj8/b/PUdnZ2dPr0aeXzeesVazab6vf7On/+vAERri/Xfnp6Wvl83mR6169f1wc+8AG99a1v1eOPP6677rpL6XRaZ8+e1blz54yxAsSWy2XNzc3p0qVLun79uklPkXNyzweDgTlJuvcJt1KuC4zMcDi0njIYJUx0SNphogFFkUjEZIQUMarVqskPkQa7YwAA6QBvFwCy11zmlH0JuAB0s+4PHz6scrlsBRKYskKhYKw5wBBWlmIM6xTXQ0nGPu/s7KjRaGhtbU0rKys2b42eMdhmri8yRK49RQqMTCi+uBJgmC72BsCHY2y1WspmswagkR2ORiMDgwBWjoM9Ua/XNTMzo2g0aqZChULB2H+KT0hDUQfcamjE84C9jDSb/YZxCb9/7LHH9Ju/+Zv6zu/8Th0/flxbW1u6ePGi/vRP/1SPPPLIRKHKCy+88MILL+6k8ADbbQ7khDBZyMWwHZ+enlYymdR4PNZdd92lfr+vjY0NFQoFY45IJjFqIIGh96nRaCgcDluvEP1gLiihYk013XWXw1ACMMdnAPBIopBNuo5wzNTa2tpSvV63KjrVc0wOAJ4MtibpYmB2u91WPB43ySLOjm5vGseOHM8diMy14Fq5DAnsmwu8RqORmZ/AUHBerVbLbNulfSZAklm0IxsdjUZaXl42NocEn+HOxWJRo9FIuVxOfr9fq6urJvOEKdrb29PKyooB93w+r0ajYfKvI0eOGLuBSUilUrERAIw1KBaL5rp56NAh9Xo9tdttlUol+f1+3X333QqFQvrEJz6hr371q/r+7/9+HT9+XI899pjW1tZ0+fJl+Xw+ZbNZO99YLKZ8Pq9cLqeXXnrJjknat84HwMDQ0MvE8GjWB8CUe3rrNYPBw9kP0OQOWGZ+myQDwa70lXUPM8V3uawxfVGNRsM+D2YHUBoMBlWpVJRIJHT33XfbIGeYK5/Pp9nZWVtrrD/XHAWwCXPuzhyUbvZvMgvx8uXLajabtl4pDCCPpu8xmUyaNT5rjD5UgHswGFS327WiBkwbDB6sX6FQsPEhPJ+Yqcc94Ny49q5ElbWHSQh7jj0OM40EGvAGkOd6AHLb7bYBdrfnFTk1I016vZ42Nzf1zne+U7lcTp/5zGf0iU98QtJNF8UnnnhCr3nNa8x8xwsvvPDCCy/utPAA220OF1gBuugdkfbtwpF1TU1NqVQqWUV+b2/PwJa0D/hwf0SKFI1GLZF1TQJc8xKSLBLBzc1Nk1ph6e/3+y2RxpQBpgPZJQwHx0DlHltxgv4yQJ2bgAHMXJkUCX4ikbD+JxgGZG57e3vK5/Pq9XoGRDHScOWRJJVca3qXYH+SyaT93k1iJSmbzRpIdWeEkTim02lz5cQQxnWZLJfLlmCnUimNRiN1Oh2Vy2WlUiljkhqNhoEeAE+hULCeQwYGw1Dmcjnt7u6qVqtpeXlZzWZT8XjchnYDTjCGOXnypNbX120Qbz6f17Fjx5RMJnX+/Hn9wi/8gr79279d3/md36mDBw8qk8no6tWrVhiYmppSo9HQ7u6u4vG4zpw5o+XlZW1sbFiS7w4pH41G5iRJIs48N65tv9+3e9Pv95XL5Yzlce3s6SlbWlqyPsrNzU0NBgMbKcB6RkoJmHAHNMOWAShc+39JE2MVXKnw9PS0Tp06pdnZWWP/SqWSFQpci36X/UIy6/ZRxuNxVSoVYwgZJXHx4kVVq1XrQUOuu729rVarZc3IsM+S7Fxh8Thuihc4mbK/0um0GQjBOLFOWq2WgSdAMb2DwWBQ2WxW6+vr8vv9NtOPwe8A3Xg8bqM3crmc6vW6BoOBWc7DJvIcZK8jGaVwxL7l5/TVbm1tqd1u2/m3220zktnb29Nb3/pWvelNb7LPodCEKYrXw+aFF1544cWdGB5gu80BYIpEIpb8Irkj4XXlRVNTNwdDIxGSNNEjglsipg7ugFl3PhsyRmSFkixZ4vfhcFjxeNyOASkdTBTVfWaukYADFJEwIsODpXId4ug5Y6Cwa7iBKyaJOoGdPi5x9LQATJvNpkntkHBGo1Fz8ZNk4A9mgIo9SSF9MfQXSrJ5eP1+f8IgBPnm5uam0um03a9araZWq2UsKKMLCoWCJY64WW5vb2t1ddWuDyyB62yZTqdtDUxNTWljY8PGA2QyGXOi7Pf75jI0Pz9vphF7e3u6fPmyQqGQLl26ZAYUSNqYuzU3N6eZmRktLi7qf/7P/6krV67oPe95jw4ePKhTp07p6tWrJs2TZAYsgUBAR48eVT6f18svvzzRJ4bkl9EN0j443traMtMJeuzm5+e1urpqbCTgmB66dDptw5SHw6GBCEBVv99XOp02eaA7dsLn89n9g31zJYQMTd/Z2dHGxoYymYxJWelJxNADdpThyW4fpAtGJBkQom8UJ1UKLo1Gw8DYV7/6VRsaPzs7awUbRm240mHWB66oyD+RU6bTaUlStVpVKpVSs9lUPp+fGDq+vr6uhYUF28MwkDB5FAcAm7u7u6pUKvbsosDDM2V1dVWxWEzT09MmB4Y9ZAh8oVAwx1JmvPE8gV0DUDOQnPEOPOcwceHaS/oGZ0/X2IVnIHu4Xq//7T7QvfDCCy+88OI2hAfYbnO0220lk0mTGXa7XUvIr169qlwuZ/9GwoSLm+u455oWAEyoRpO4BAIB9Xo9SyZJxKiKA/zc35OEkUy5vTw7OztmuAAwA5TxedPT09Zb4pp2kECThKbTaWOT6G2hHwomEVCArT/9ecz+AuTiesfxusYOMDSYp8zMzNgxI5trt9tKp9PG7tGDA0CjWo8UjXMvFosmiVteXp6Qc2G7Xy6XdfnyZcXjcUWjUUuIE4nEBAMJYLzVUZEesp2dHWUyGR07dsx6s/x+vwH/gwcP2igGSSoUCqrVajp58qTJKt/4xjfqxo0bevrpp1Wr1UxmWiwWVSgUlEqllMvldPXqVX3oQx/SD/3QD+nEiRM6fvy40um0Ll26ZMkxiT8Dxx955BEtLy+rWq3qVa96lQaDga5fv67BYKBut2vAs9PpmBW7JLufq6urlrS78/a63a4ymYyxOMPhUNlsdgIg9ft9k9ZJ+yMFkJRSVBgOhzpy5IitccYHbG1tKZlMGvChn+rQoUM2O48+vUQioX6/b2AJJ0Z3kDpGJ8wSZPg3fZsMkW40GnrqqafMmGd2dlbdbtck0LDvACFAMGMsOH9XWirdLE4AcpCkwn6x1orFosk93Z5S132RfcTnslcAwq1WS4VCwe4t+4NnVbvdNoZSkv0OEO8yo8iwAeRu3y32/TCU7v6muMT1fv755/X888+r2WxagYH4qZ/6KRul4oUXXnjhhRd3UniA7TYHBhH0yMBsVSoV5fN5Ayubm5s2PBZHSZLD3d1dk/ABupAjSjIJnCSrSkuaMEKgmo3DIo6CGBC4JhB8FiAKBkfad4akrwXAQVLV6XQmhiNTAcdFkERZkiVosVjMrNFhwOr1utnES5qQNEoyNoReGQaUc5xU61dWVkxKGA6HzSAEyRj3CBaE17gJN/K96elpzc/PG+iF8WGI8YEDB2xWVjKZNECDeyEGKIlEwmzoYR9wAKQPcXd3V6VSyc7JdcGkfy4ajarRaKhcLmtjY0PlclnhcNjue61W0913362FhQV94hOfUK1WM8OPzc1NlctlnThxQvPz87p27Zo++tGP6j3veY8N0Q4EAvrKV75igB+Wl76n0Wikb/u2b9M999xjIPxzn/ucSfKQa7KeBoOBrWFYT7dPEOt+ABEACFYNAwy3jw1wLcnWLsY8SFsJ1gp7Y21tTeFwWLlcTul0WrFYTIcPH7b9wjoBPLBeYMbdWX2wmFtbW6rVajY3kQLC1772NV28eHGid5RjdRlyZtBFo1EbtwCY4ZohXUwkEtrY2DDzFIA+awAmN5fLyefz2egFxg64PYKAanrqcFhNpVLGtFPgYPC4OzqB48QZNhaLmUTUHZWB6Yg7ooQ9DYDj/GEZGdfAfeM5+dnPflaf/OQn9eijj+rrX/+6HnvsMevtfOMb32jPUS+88MILL7y408IDbLc53J4qKuauJFHanwHV6/VMcuW6OZKouiwW1epIJGIsBVVnEih3YDQgSpL1hSFphL3CbGE4HKrf7xujVqvV7BzS6bSBKI6RfjyOBbYEsEk1HlMPd64bEiqObXt721jJbrdr/Tr0v5Dskpz6/X5LTgFZMCrI5ngvznf0w8EuSDeBKNIyACmyOe4h5zAcDjUzM2PMyPnz5419GAwGyuVylnySMDLDq9/v68KFC8YE0fPEcQSDQdXrdesVxBQGKdrU1JTS6bS63a4OHTqkl19+WYlEQqlUSp1Ox+z5a7WaSqWSLl++rPn5eZ06dUqf/exnNT8/L0m6cuWKNjc3deDAAeXzeWWzWXU6HZ07d06FQkGxWEzJZFJ7e3taW1uz85+amtLi4qI6nY4N415aWlK327WiAwPEYdqkmwYizF/D6dKdUUiC3+12lUwmFY/HTfIn3SxKuFJiQDOAg7+zzwBY/J2eJ1dieOzYMSUSCQM4s7OzZphBf5rbKwdjxV7AcAMQ0+l0bI/DEr/88su2d+njBLDTS+eywC4LzfnSy0U/KUUWwCvgmePguGAlAUHhcFjdblepVMrAECw0sxwBR0ic+bxWq2XgDRDN99LjiIwxHA7baAdkyfwesAubyPt5b6/XMyYbB1369Tg+niN//ud/rh/+4R/Wo48+qmeeeUbf/u3frvn5eX3qU5+a6NvzwgsvvPDCizstfH/XB/D/tnClZJKMGfD5fGq32xoOh8YOkYTC8LTbbUvoqaIjjcOqfDgcGqBCFul+N4DDNQ7A4IIeMEmWOA2HQ6vSY47gSpaQgMFCkASTxOKK59rjwyKSBPOZyCLpQaPPyu1FATQi23Tt+SVNyLoAA66TIdI5jEkkGZNIYsz5YQbCNUCSFQgEVC6XdfToUbsHAOHFxUW1Wi1Vq1UD3FyrUCikYrFoslL6pzCIgVGj1wtw4MrfYFxhJ7H9DwaDSiQSxr5ms1kDSVtbW1pZWVG5XNb8/LzC4bAl5alUSqdOnVIoFNKNGze0uLhofWNbW1u6fv26bty4YU6LAHeka+vr66rVahN9isvLy3rhhRf0pS99ycAA/WeAJWS8wWBQmUzG5L2wZ+5g61gsZuMh/jpGGbaFHklAO4AW0I6xCN+NZPK+++7Tgw8+qGKxqFwup1QqpWKxaAUBgDR9mhRDYEjZBzCHtVrN7vv29rZGo5HOnz+vr3zlK6rVavb9AJROp2NgJJVKGbBqNpsmfQZ8MloD+S0SYJhYpLTBYFCBQMDAIIYk7BecTV3XVNjh6elp27Pu2AoAGmZDACdGIgQCARsiv7e3Z/tnPB4bKxyNRq0vrV6v2wB4rl8+n1c6nbbnEgARx04krDB5yL4bjYYajYYWFhZsXbF3H3jgAX3pS19SrVazPk4vvPDCCy+8uJPCY9huc8AIAbwAI1T8YcfceUX0+aTTaesfYWAwIA6bfHqdkH4BXOLxuNnmA1A4DpJbJG4kfPRS0Xcm3QR9uVzOnAMBQ7yGCjp9bZKMvQNcuBJLKvqYD/B94XDY7O4lGcgEvLqyQf6N0QDOeUjG6L+jVy0SidjnAEwBvfV63ZJBJG70LGETT+TzeTNIaDablvR2Oh11Oh1LjDGwmJ6eVrPZVCqV0vr6uiWwAHOAhzuDzpWNAZhhYmdmZszkBLMP2CAcKWF2hsOhXnnlFb3uda8zIxVAzGg00tGjR3X16lWtrq6q0Wio1WoZYDx48KCOHz9uSb/P51M6nVav19Py8rLdC+SRzz33nA37xr0zkUhYYQC2rN/vK5lM2vpnJANmN9x3egaRjAKGXOZzOByaAyImJK5Elt4z9zMLhYKOHDliDFsymTRQzVqn+ADYY84a66lQKBjL4/Z5DgYDG3YNSMtkMgaw2OfJZNKYcyTESC5xNnRlvfSzwrSzh6PRqBU36CXlHAA1MN6tVsuAWLlctmcIQAdQzX1Aug3IBMDhSJnL5cxEqNFoqFgsamNjQ9ls1sAlBRN3LbDeM5mMarWa/Zv7h1TT7/cbKMSAhXlyyFyDwaCSyaQ9R+m5nJ+fV6PRsJ+5+9cLL7zwwgsv7pTwANttDkAYCR9VbpI5WCPkeliXM5SaBI2+j1AoZEYirl0/siVAEJbszC6DvQJk0aMiyVgxJFMkhK58CWmjtD+byZ1NRlWd4+v1esYk8d2AFRLSer1uoGd6etqYG2SM9NW4rBPXEnYMN0wMS0hYARXYlScSCUuOJZmdOck5DBL3i+SURBtziuvXr+ull15SoVBQMpnUjRs31O/3rUdQklKplOr1uiXYuCF2Oh0Vi0WTWiKZRBIKqKe/bXNz0wBLKBSasNAPBoNqNBqan583y/larWaM3qVLl8xoZWFhQRcvXpQkVSoVRSIRpdNpFYtFG9bdaDTMpKbVapn5DCAGSZ4LZre3t/XCCy+YnLVWqymVSpl7o3sNScrpo8TBkAQfcAyoqdVqdo2QxzF3jGvB2AnMaShMMNqAtXLo0CGb7YUzKmMQut2usVVuIcOVJOOQyGBpvgfp6erqqrLZrM6dO2dmKkiCOR7WJ/2qABSkv+7+SqVSJomkx819PiAFdt0e3bEJ7txHSVbIQHLoDjlHfu3KiuPxuJmF4O7pOqYyZ44+tnq9rs3NTZNbMhcREE0RJZvNand3V6urqzYYnAIFQ78BwaxdrlcgENDVq1eN2Weu4J/+6Z/qu77ru/S6171OH/vYx/TVr35Vi4uLevDBByXJs/X3wgsvvPDijgwPsP0dBOyB26eEyYUrRSQJ4z3IoSSZbA0JGXIyZFv8m0q2W1kGOEgy4LS5uTkx+JikDVkSyRpA0bU9RypIzxxJF1I0pF+MHMBUBAAGezQ1NTUxawo7bo4dsEUvFdcIwAjLhE07yS0DrQG7sBOS1Gq1JuRXbpII6+X2xSHJu379urkgwpTRkwbjs76+rkOHDtn9Auy1Wi2bq3Xp0iXr32JNuJI2wADSMtiVmZkZLS8v21w31sqRI0d05coVdTodFQoFNRoNA11f//rX1e12zbEyl8tpPB5reXlZo9FIs7Ozdv7pdFqtVkvdbteAJy6P165dUyAQsAHh2WxWuVxOrVbLgFEwGDQWBsYIBgwGE/CJqQRMGv1Q9LG1221JMtONXq9nn0HRo9vtanV11cAFQ8W5psh/c7mcMWlTU1MqFot2PdvttpnbuAYjLqsFeIMNovgxGo1srMNgMNClS5c0Ho8Vj8eN+ebcKSq4fW/uGp2ZmbE1DWuJXT4MNOAdaabLXNGTiaxU0oTDIkyc+4wAiGOyg1srjG29Xrc+OPrZkDNzH2GyGCoOEwYTnslk7JrBXMO8dTodG6bdarUMKPr9frXbbWNlOZ92u62DBw+q2+0qGo2q0+noySeftGLAQw89pHA4rOvXr+u+++7Ta17zGusN9MILL7zwwos7LTzAdpvDtc+fmZnRysqK7rrrLksksJcnWWROFa5wJIyuaYdrgQ2DJt0EebjzwVrF43Gtra1J0gRrR4JGD9nW1pZJvZAmkdjBtJHgwU5hUNDr9UyO5w6BTqVS1jcE60CVngSW84BFQr6IKyASUpJJSROSK5iecDhsA8EBZ/TPAWKQevE7dwaeC5ZgfvgdoAZ3xenpaa2treny5cu6du2aut2uSehmZ2d1/fp1m/9Ur9cnBp0DUDCTuPXzuYYYO0gy9o++LwA0M7mwv9/Z2VEikVC1WlUgEFC1WtXu7q5OnDhh9xwAWqvVzOGTNRqPxyf6fjB3IYlGdlooFIxVxTEQyR1yQ2lfrukCBNYsoHkwGBgI4By4Pu6wdIxokMqWSiWT4sJIU7w4evSoSqWSNjc31Wg0zOCHwgmMbDwet3ETgUDAWG/2Kv2kzWbTBstzfC+99JKBb4oq7pw07h89X5lMxuYP0n+ayWRsnlooFDJJZCAQ0Pr6uhmBNBoNYwNjsZgVNNyiD4UaF2BRmGEPs67a7baNZ8AYxjU+4RrzXIB5dA1kkLPicEmxwy1GSLLPYP/zXMBhEtYb+Sc9mBSIWEOpVMrGYiC1/tSnPqVv/dZvNTb/ta99rR588MEJkOdJIr3wwgsvvLgTwzMduc1B8indlEeWy2VLRGBS6B2TZBV4EnhkesjD6HXCWc9N6pPJpCXkgAB3GDSAiCSYQc9UyWdmZqwKL8mkjPTQAaJgf3Bwc+ejAaowMiDphXGgxwvwAdgi0ZRktt383u09c+VcSK5c50DYQqSYyCY5NpI51yacz6C3DWkgzBwMAn9gR1zbefqrLly4oPPnz6tararT6WhmZkaFQkEHDhywwdj0qLnOodwz+hpJYAeDga2XZDJp6wgzFpLXjY0Nk5gCrF2LedhIpJZbW1s2SoH77lrMSzeBTalUsvdxnvl83tgnXCS5/pwHRjmAM4aJ4xZIrxTXGykvoxx2d3dVr9dNqggLSe8c1wo2an19XfPz83rggQdULBbtvpTLZRWLRSUSCR08eNAYJxJ519QHVkqSDVoHiNfrdW1vb6tarerpp5/WxYsXTabJ/eMawl5j5EIhAGYZV8TNzU2TMbuFFIo1mOUg7YXVnZqasn3XbrdtVAIFAEYCJBIJk2FSwKEn1Z21xnpCltjpdCZAO4CSZwDPo8FgYAw765HCB6Yq7nMGgClp4nnh9m4CyjCUicViZrZCTyLM7Be+8AWNRiPr18XFkz3GfvbCCy+88MKLOy28/3vd5nCZob29PSUSCZM0MRsMWSIzqWCkSFTchAlJY7PZNCDS7XY1Go1s7hOVbNwcw+HwxEwzF/zBelBJ5zto9qeSDhPiGpIwioCEWtofmA2YIUl1e/kkTTgxkuTW63WbN5fL5VStVs3FjsSxVqsZkLqV9QI0IJfku/g9zAFSP0AMxw/IccEc88Cwiec7/H6/DXR2WSVYH95PwgwguXUUAWwFxiGYsnAOjCPguHHd63a7OnjwoAH/jY0NM1gB3K2trZlVfjabVSqVMqCLayUOiO4gctYja2VlZcUSdYakcx6wh0ghM5mMHS/rZDAYmKkOLJPbR4m0lHXCubr9hoAimEuAHNfpxIkTyufzdj/S6bQl6wDI7e1tLS4uWv+hKxMEHNOv5g5nbjQa6vf7unTpktbX1ydMYjY2NqyHzJV/IvEDeOB4iOR3NBqp0WgY6GLd0gcqyfbo9va29eCxd+lr4znB82RmZkbr6+vK5/PmRhmPx63/lWcD73PNiAA5FB9g2XhGAIwATwA8WF0YRUkGPqvVqg4cODAxPgOWnf1I3yxuqhRcIpGI9UUCEhkJMRwOdfz4ca2urtoYinq9rng8rk6nY/2OXnjhhRdeeHEnhgfYbnPg6AebUK/XVSwWrfI+HA7NmpukhCQIMILkjcozyTDMGCANNoiEKJfLWUUbmZG0P/iXZCyVSmlnZ8dsvUniNjY2zI0OcIOxgCulc10YXRYrEolYb9p4PDa3OpJ/ktVSqWRAFkaJJJjkVpJ9LtJB5I+YmRCAISr4ruEDybTrKMhn4uIpyaSi/MydKUciDVMGiINdIHGlBw9GBSDusqScF+ANZg2pZCqVMpYlm83aUPFEIqFoNKp6vW526vQFYaoB09DtdvWlL31Jc3Nzuvvuu21wO/LH++67z4AOyX+n09Hly5f1zDPPqFQqKZPJKBwOG4sLo9vtdg1YAtIl2fXCgIb3kPgjpeQ+cm0BDnt7e6rVagYm6XWk13JmZkbRaFQHDhwwAMh3MFuNNc568/l8uvvuu+3aYgjCebdaLfV6PaXTadtvMIgbGxsGIiuViqLRqLm4cg9x4kTOCdvIvqAHcDQa2WgDpJEUXthjHDMFENc0qF6v69ChQxMgEKdH1jP3GCkizyD2ECYiMzMz6nQ62tvbUyqVsn0xGAx04MAB69kEvAGoWPc8JwB4XAvuaaFQsL0iyYZxY2wDq+vOyIMtdMEon8fIiHK5rPvvv1+f+MQntLKyYiyqKwt96KGHPIbNCy+88MKLOzK8/3vd5kCSx7wwad9EIRqNTri6IV/0+/1qNpuWzJBc0sPmSqJI8ugDAcgBdFyzAEASckTYI/pYMLnArY/5W0jy/H6/8vm8mTAgOez1ehMOffTOATgZtk0/FMe4vb1t0i/kj+7sLhJaSeYISE/L3t6eDRTm/EhCYeVg4pBK8VnSpAEM/WEktIBTGEDuSSQSUbPZlN/vN0t2F1DBOAGO3QQWgAaDScLLtQCIAOYAl3wH59putw3kNBoNXb58WSdOnNCpU6d048YNvfTSSyqXywawfD6f7rnnHv3FX/yFXnnlFY1GIxWLRT377LNmInP69GkDFbCGf/qnf6rxeKxHH33UzoGkm/EArClJJkkDcLJG0um0MTP8G6ka7KFrhsF1IOkOhUIGnnq9nsbjsTKZjE6cOGFMZCaTsTVHH9bW1paWl5dVLBZNyusCa74TttXv9yuTyUzMyHv++ee1trZmbA/yXezkWXfsHd4ryUYysOc4T4ZnNxoNY5jcmYcMMOccYLeQPbrMN/sgGo0a+8nMPSTQFGHo9aNfE+klAEeSOXvG43HbM9xf2F9ki6gE2IfNZtPYaXdeHMUITINY1zDvFH6Yn8gzDraR/QSI6/f7OnLkiEajkf77f//vkqQ/+ZM/+Wufvb/xG79hz1wvvPDCCy+8uJPCA2y3OUhYcLYjWQRoSDKGAit6KtIkZVSykZ3xeSRGkkxehjQPxgiAh9QQFsOdwwTQcAFGIpGwmV0uS0gyi9OeJCWTSRt0DOhw3SNhOjB0gIG6lfny+/0mKwNMSrIEVdpnz7iunDtJM9I7wBpJOqwdCSzMBe9HkkZiTuLJdXGTY9g8WB8MKlyGgOsLWOMYmSG1u7trwB3mtNlsGvDj/nEc0v4A6FarpVgspm63q16vp/Pnz+vkyZN2PzDoADRHIhEdO3ZMi4uLun79ulqtlh1bNBpVPp9XIpFQIpGw4dpIaQELWPozZw02DUdG12Keez87O2v3gvWNwyCJOgAKwM15w8rRT1UsFlUoFHT69GmFw2FVq1WVSiXt7e0pm83K57s5WP3q1asqFovKZDJKJpO2n4bDoTKZjO05GEHkkgBQBkivr69rcXFxYqQAPZZcN8AzQLxWqymfz0uSXV+AHL2DjUZDuVzO5qNx7PSy9ft9c8qkeML6d/tcuV6AfooLSKUBZ+l0Wu122/YV7B/mHjhWDgYDtVotOy+3OAFjL0nxeNz6/tgnrtkI+4z3AVh5jsHAA+Bx5HRNRgC9rBGePfR7spd+9Vd/Vf1+X1NTU8pkMmq32wagZ2ZmzJXWCy+88MILL+608ADbbQ6SflgcQBCJDIwUCZprX8/fYRyQ/LjObyTA29vbZvNNMkdfCIwd3+eCE3p2MF6gzwi3u3A4rF6vZ0krcihei7ySY6PXyO1tgxVwjRUSiYS9BjkYUkNJVrFPJpOWBMIY8r2AEc7JtWGn1w6wQ9Lozti61YCk0+kY+7O7uzvR4+eCRkAJ4NvtPeS6k1S6UkESWxhTtz9uZ2fHEmTAD4xFPp+34yE5JwlPJBJqNBo2LBsAFA6HVSgU1O/31e/3VSqV9MY3vlHPPfecJOnpp5+2Pq29vT2VSqUJG3ekjOfPnzc2ltEAPp9PFy5cMAkgoCgejysWi1ly75pN0E/kunJibIEDIm6OAPxkMqlCoaByuaxyuWwz62ZmZkzaCEPMCIojR46YAUar1VKxWJTP59Ps7KztPX4v3ZQf4r545coVra2t2TED0IrFokmGYaMBldxzxi3Q24UhDtcUwxXAMmsYIBcKhawIw3Bo9zu597g5YkQyGAwMPAG+GAo+GAxUr9fl8/lMYu0CVvYujBqAHzkyRaJoNGrz2zgWGDj6Inl2AX45P9YiUmSYQAAj4JJ7X6vVTNJKQcN1tXUdPJGZ7+zs2FqiV7Ner2tlZcXrY/PCCy+88OKODA+w3eZA7uYaXHQ6HaXTaZu55DbIu71dVNQxBZBkSc7u7q4lOtiiw6DBYME6SLIeN2z7af4nMXcNIQA8mDAg2eJ4er2eJZhuP5lrTEFfDlV7QKRrYuBW1ZPJpHq9nsLhsCXKMHS46ZH8ArTcHjccHDEl4DOQPCJJdWfWkWxzDROJhEnySI4JetP4O99N4ksiTGKKwQrJvTsvD5DnArydnR0VCgX7DNgFknukfgyWbjQaBnLL5bKZw2DgAZBdXFzUqVOnzPwC9sM1nyDRpjeR30nSyZMnra+J5BiQBnjGIh4giyyVe845MLoBFkvSBEvrnjfOnCdPnjSWZH5+XjMzM7ZGWRPcv+npaeXzeeuz5B6zB7m3GGMw53B5eVm9Xk/r6+uSZNcKySaMjXQTXDYaDW1tbSmXy03cy1AoZOMPsLwHmNLPCTCRZIUX1jL3EPMd+rdghjOZjBUb6I9Lp9NaXV1VLBZTOp2291KgoVAAkGy322b0wnMmGAyq1+tpNBqpUCjYnoM15pnhShX5OcUcGC3YM+TV0s2B6q7RCWs5m82aJBi3VgoV9OLBwrO2MMq5cOGCTp8+rfF4rD/6oz+yz6BY8g/+wT+w93nhhRdeeOHFnRYeYLvN4ZpRIC1ypU3JZNJAkdu3gs22tM9UzMzMWEWbxBlTD/rIJBkAqtfrJofEMRKnONgtwBeVbMBINps15sqdweT2dTWbTZvBRi8Q1XDkkzBGt5p4ADiRILpMIkwWNuUAPfptsEwHELlGCvQFSjJgS9IHC8E1AtSSyGNQ8tdZgrvSU2RdGIXwHSS0JMrIADlu9w8JMWuEJNodzE3fEjbxSBZ5XTQaVa1WUy6Xm5hPBuPB9+ByyPB1QBoST9Yi7C3zv7hWXHOOd2ZmRgcPHjQZ4XA4VC6Xm2DPKETglsj1AjhIMpBNryOjJebm5pTL5SZ6zrLZrPW/0TeZSqWsSMB3uaAPJg0mDlC9urqq3d1dtVotnT9/XrVazQDV1NSUstmsuWm6RYqtrS21Wi0dOHBAkkxey14aDAYGPF0DF4oFsKsw0Lgxwga7YzVwn2S/7uzsaG1tTQcOHFCz2ZyQIAKm2JsULOiVbLfbdt3og2P49M7OjpaXl7WwsGBFCZhX2MdsNmvfyVgOzp8iCusH0yCcUzlHSSZl3d7eVjKZnJBpwn4jCx+Px9YXiSkKSoFr167p5Zdf1unTpxUKhfTlL39Zs7Oz9lnLy8tKJpN6wxveYMfqhRdeeOGFF3dSeIDtNgdJryQzX4DpcXt3ACEYLQBootGoJTFI3kh4JVmfDMkTQKbZbJqdv7TvDImJiZsUMWCX/jKOw5UxYXWOfJHhya6VN7JIpEskYSRzrlU9oI5eMoATwHRra8skZ5lMZmIGnAuK6MPhvXt7ezYgnM8B1FH9x7XRBaEk/NI+g9br9ZRIJEwayXt5PeCS5BlgI8kkbMhIYSVgBGEcAMTuDDa+i2tXqVSUSqVUq9UsOedc0um0XQ96smAjpqamdOTIEf27f/fv9PWvf12//uu/rt3dXWWzWWUyGTO+4Pt7vZ4BWa6vazjDdUAqiVwOR0cXCHKdWOc4emIIA6PCTDjpprHM6dOnTaa7s7OjUqmkWCymZrNpbBP3DCbYHdzOmALXXZSEn1EO/X5fV65c0WAwsD5HmB9GMcAS1ut1DYdDWweYzCAZxNSHzxmPx+ZqCShzGTYYOUAOYBxDH6z+uS/8l7/T20dPm8uI0uMYDAZVrVZtTyBtZm0jeQTUs6aQZLbbbXu+lMtlMyBiD3e7XR0+fNgcSpGxcnyA6GKxaCML3BEhAFeXcQccM0KE13e7XW1vb9uQ8Vwup49//ON6wxveYD2je3t7+uEf/mFzYH3hhRf053/+53rzm9+sVqv1t/1I98ILL7zwwov/4+EBttscJOrxeFyLi4vK5/MGWAAqACPXBpweKBIp5HgwJjATsFIkXyQ6mAOQXOIgx7wpnCIBTfTYccyuoxs9SICSeDxuYIn+JQDHzMyMyRJ5H70oW1tbWl9fVygUMmkbCagkY58APclk0s6dBNy1LQdMIPViThrgD3DLe2BsYBJd8xX6/UgkcerjO1xmTZJ9PkwYzClgHOAgydhD3g9QdMcgYFSCaQp9dZi11Go1NRoNHTlyxK4XskLm8oXDYd24cUPZbFaFQkGBQECPPvqovvKVr+iNb3yjPvvZz6rb7Wp1ddV6xNwRBVjjw0QBeACfnDPyzX6/r3q9bqweDA0MG4wOPZt8h8t2BYNBHTx4UAsLCxOz5jKZjDEx3Ff6nYLBoPWmueMw+C8SYtY3xie7u7s6d+6clpaWbH/u7u6awU4ikdBgMDBpMHLBW0cWwG4zBBxJIPuatcn+w+WzUqkY80YvKMWEUChkgIs9zeex3lxHzlKppE6nY/uGIej0z7k9kvTjra+vK5VKqdvt2rX2+W4OsXeBo8viUmwBfPOMoG+Q40GeK+0PdmdwNswo0kyeIxSkKAjwHr6D+8igdc5lfX1dp06dsjVBryDjIk6cOKGPf/zjNqvPCy+88MILL+608PQhtzlgPXCHI7FFsgS7QRM/oIUkF4aIhB9pYywWsyRRkgEVElY+GwaA/hIX1LgujYlEwirfgC0YuJmZGTMJaLValoT3ej0DmhgucG6uJBCpZ7FYlLTfI0QPnmtv7/f7TdLV6XS0ubmpXq9nhhywVMgeYUYIElt+hkwTYASgwOocySXHQJIIe8h1lG6yE4xRQPoHkOGaA8KRsrkspQsQuQ8ksq4bKDPceI0kVSoV9ft9nT17VpcvX9bS0pLW1tbsesG+BoNBraysqNlsSpLy+byuXr2qRqOhD37wg/qd3/kdfd/3fZ/ZtxcKBSsOwLS4axOZGecDm+S+FpABoIZJAaTBAAMQ6FE7dOiQ7rnnHmUyGV2/ft3uGUABEw2AKfeB9cM6BhDc2rO0vb1t/W1f+cpX9Bd/8Re6evWqotGowuGwMpmMvYcCCiMo6KPi9xigpFIpRSIRZbNZbW9vq1Kp2PiLUCikYrFo/VnssfF4rEajoZmZGaXTaZP+wcaxftbW1kw66vYYsn9YP8h7WVczMzM6evSoMpmMMXrs4WAwaAYe8Xjc2DtYdSSDuL9OT0+r1WrZNU4kEmb8A8vP+ua50263beYjoA5Gj15dnGcpanBtKRSFw2GtrKxoa2tLnU5H6+vrZrDT6XSs6AGodgeof+ADH7BzpNC0tbWlTCZjhS4vvPDCCy+8uJPCY9huc5D0AwhgeVwjCpIxknWsynGao9fEBULu/CrMH6anp9VsNpXNZs11MhgMmnTK7/dbdZ1+EyzGkSXBxuHE1mq1FA6HLUH1+/1mxJBOp63XBpkVbJM7Lww2bW1tzZg6Xofc0jVFAaAy7wrjFNf0wmU7AJlIJgELAE7YCq4/jBsJsTvviYp8PB43lgQAI8mAFd/n9k7B9mDaAKADfLgzpWAsODZAics8wVRwz+g5rFarJqFFErazs6Ovfe1rqtfrBkoxtXnb296mUqlk1/OBBx7Q3XffrVqtZkCFe4XZBsylK3GUZIzHtWvX7Phxq0Q2h7kGDAy2/4C1AwcO6ODBg3b/0um0uVRy7DC37B3WLHbz0v7oCtiq3d1d67vy+Xwmo0S+mc/nJ8ZDUEyBEUZaKckcKaV9iSySW5eBjUQi5krIWpqenlalUjH2B6bRfY9r5Q+Az+Vy1vfFOIBGoyFJymQyE8ZDMLCwwjCXgDFXVtvpdExuyb3mGsAI832M1Oh0OopEIur3+8bOY6GPDBhXx93dXVWrVQPCrVbLWEtA9u7urjY2NpRKpayPjvNwWfZGoyG/3690Om29jfTUMlaC5w73MxAIqFarKRgMKplM6oUXXlA6nVatVpvoQ/XCCy+88MKLOyW8/3vd5iCJ39zcNOtvhiBTDQ8Gg+p2uxNMArIstxcMi/5wOKxms2lyIli5RCIxYYYBc1Cv120wdCqVssp+KpUyNgFJHtbzSM/ozwLkEG7/G+cHMzYej80chUSShNt1Jkyn05JuJsewN4AkACgJJSMIpH1HPVgy2BBYRHrfOC/679wZYS6TyTUHpLrugCTtjGaA1XHlq4AZgCbMGSCbpJx/wypgysK1azQaxp66ZikwFPxua2tL8Xhcg8FAOzs7unbtmt3raDSqZDJp9ubMBksmk7p+/bqy2aw+9KEP6dWvfrX+4A/+wI6Ze+/2E7qsHccjyRi0eDxuSXm9XtdgMDDA0+l0Jj43HA5rbm7OpIxIAOfm5gycYlQBCAH4cTwAjWg0OiEjBZgyI29nZ0dnz57V+vq6rWNeg/yTYwSMMpKg0+nYvoLFhcXiGHu9nq1T6aYhiWsogyQRtpeCAv1frCkAOREOhxWJRIwVZk9jHgNbi0yaQgZGO/SQ4aKJ7JD1DBMejUYNYPGMYe+6piHsIQxtYMnoC2PwPWyeO44Es5dms2kMHQYioVBI6XTaeiZZU8PhUPl83p6HOIC6azEajer06dP65Cc/qRMnTpizKn2hzWZTf/iHf6iTJ08qk8l4c9i88MILL7y4I8MDbLc5SDwTiYT1abhSKElm3oA1NnOUsMNGNkkC6Uq9SKKRKwJqSPKp6MMKkDy7LnO3ziuDiYIJIJBH+v1+q9ZjYDIYDCbmv5EokbRijY60DvMKvgvpG4CHc0BmSLLsDjB2ZZ30XpFEuwm0O9uMHinX0dCdhSbJQLEkm0fH+wCHf11vG9eOBJ3j2dvbM4dQGAFMFrimrBG+HydE1gXnyn2dmpqyfjeuBbbp7uyp4XCoL3zhC5qZmVGpVDL3z0ceeUS///u/L0l2jMjN3F49QBfMJiCemWLcn3w+r3q9PgHsAWaHDx/W7u6uFhYWDKz6/X4Vi0VjMGGZYIkZui3J1nUikbBry97CIGM0GqnVaumFF16wdd5qtTQ9PW3gkaQeF00YW4w2fD6fjU6QNMHuMSeOPsPNzU0DL8hXMe7Z3t42iXO321Wn0zG5K+v6/8PemcdHWZ7r/8o2SWYms2SdhAQIYllcoIJgqq1akajUliP2Z61tUdFWC1rhqC3Wg3vx2OPWaqWtVuxptWpPPVatC9KCteCG4g4iiwGyTzJL9m1+f3Cu23cAJSiQRK/v55OPMvPOO8+8y8xzPfd9XzfwoWEQFzO4kMBj7TTJcdZidnZ24oMPPrA0RN5HvB85DopGv99vDbO5SMB6sdLSUvvsFLP8HqLAo2DnvULBzEUJikEuTvDzU3RRaKalpdmCUUNDg6Vo8jyFQiE7B8xA4MIEnWTdbjdOOOEEvPrqq7j++uvx1a9+1dorRCIRPPXUU+jr60NlZSX6+vpsUUgIIYQYSkiwDQBMiWpsbERZWVmSPT3T7Rgh4QSSk0wW5jvNSOgiyTqY2tpaFBYWWi0crcbptEhHyEAgYI16mdrFyZezTovOjG1tbdYzjhM9ACbSEokECgoKbILMlX66HzpTPCmQmFLldMB0OtcxkkPDAPbzolhj3RnTqZyW+BR/zsgUU9I4CXTC9DXnceV+eYzT0nY0D6YRBFsAEB5HnjdO8jn55fFsamoy8cXxOlNDmR7qbA2Ql5dnx8spaiiAnfbxHD9FOseTkZGBE088EfF4HK+88gpGjx6NH/7wh2hsbLR9UpCxPo9iwRlVYtodbem3bt1qPcecosKZmurxeDB+/HiLlPX09GDEiBFmiMMJPffB9Fum7xIeMy5SOEVJZ2cn4vE4Nm7ciIaGhiQnVX4GLjqw/yAdSpn+yePqdrsRDoeRlpZmwpSLARQvgUAAsVjMrlueO9Z4lpaWoqenx2oEMzIyUFZWZseVCx5csKGxSiwWs1RDps9SyLNtAEURjVp4nVG0+f1+ZGdnW61ZVlaWpSfSoMTn8+G1116zFNb6+np4vV6rLXO6uvIYULRxoYH3OK8dPsdrg/b7vG4YccvIyEBBQYGdv7q6OjM4cUatWcPJ7xFGXkOhkP330ksvxYMPPoj/+Z//Sbqnx48fj+985zsoLS21PpJCiE/PyJ88MdBDEOJzhQTbASYQCJjQKCkpscmJ0wSDdtROc4FwOIyioiLk5uaaEAkGg+a+R1fC7OxslJSUWGof0wUphpx1VvxjdICTW+dkn5Mxpi5xosgx0jHP4/EgEAiYQQHT+JiO5ayF42eKxWKWDspokNNSnbV2/LwAbNJFoUaXS/Z044SfKVgcqzNyQQdNHiNOKnk8nOYtzpobvi+AJCMOTlBZW0jDEU7gGfWkwGH0gFDwsY6H9uSMQjDiRSFGQeMUzHwfbsexs76PgtHv92PDhg0IhUJWVzhq1CisXLnSTCB4zJ2RHNYstbe327VBR8TXXnvN6r7o3slzzRo11lHRCXHYsGEWxQN2pBHyM8fjcQSDQUvpZQodhanL5bIIrrP+Mx6P45133sGWLVtsws8Int/vN2t9AJYuCcBSXxkl5f872zCwdxkjbhSRjY2NSTWXFCTBYNBEb3p6uolDZ6ovr1MAtg2vEy5QeDwetLe3m+mQx+NBUVGRRTO3bduG0tJSuw642EPRlZ2djfr6ejPhYB0q02VbWlpQXFxstvsUsBTn7e3t1nScqZdMgeRn4Ofw+/123/FaZCSxqqoKpaWldm0UFBSgubkZTU1Ndt/yXma6sd/vBwBL3e7o6MD27dvR09ODUChkx7unpweBQAAXX3yxNZDPycmx+r2+vj4zQFINmxBCiKGIfr0OMM7+Rp2dnZZyBsAmLWw87bRX9/l8Jmro8MYVcEYmsrOzrXaIIsnlctnElROguro65OfnJ024GH2hkQCjDYwAcOx0k3OmonFi3tzcbJE3Z3olRQgAi/bEYjEUFhZaehkdCJnWSdFIYwr+m/91uVxWg+R2u603l1PIMALB/VE40YiEaXH8L2sG6d7J6A17tPE9nc58ACzqxAkqx0TjA0ZLGWXkJJbniONiPR8n3c40UkYa+Z4UyYwYUHQy+sr98VzQvOHEE0/E2rVrLcrR3t6OcDiMiooK1NTUYNu2bRY9DAQCSZFPChbWBjU1NaGpqcmitU7b+tbWVpSXl2PkyJHIzMzE1q1bkZ2djYMPPhj19fXw+XzmgpiRkWH1SbzuOjo6bKHBaQFP8ZaZmYmGhgZkZGRgy5YteP3115GWloZwOGzXEdP4eCwZqaEA7ezsRDAYRCwWs4gYzS3Y3Jv7oFBnM2yeh9TUVPh8PqvjY+2Wx+Ox64fXH40ynFFXpmJSjDc1NSEvL8/GQkHC6CXNSpjaWVJSYtFTjokGQDU1NXC5XFZb6OyRGIlErFk2F1V4jtmKIyMjw75zKMS6u7vtfmBqIwVWLBaz5uXxeByBQCCpRpPilG0O8vPz7Tkeaxq0+P1+BAIBRKNReL1e1NfXo7u7G8XFxbu4gzqbmRcUFCAvL8+OAxeauJDAFgFCCCHEUEKC7QDT2NhoJgYUXZx4UNxwgsi0JkYTOOFkShbtzjkB5eSLzo3p6elWj8XJWWpqKnJzc63onyYNFIHBYBCRSAQtLS1JQiIzMzPJjRGATWLZ3Lqjo8MmuHwtU5iYMknHPkaN2LyYNXcUXBSjjIpxYsyVcqeLIkUJ0z9p5kGhyOPDCJazFojRFadjJ4UsIzp8HIClqTGq6WzFwLQ7nitOdrk/TiwZ3XOKNR5n7pORUIo2NmpmdIZw0swIllMwM1IDwPa1Zs0aTJkyBbm5uXj//fdx//33IxKJ4OKLL0ZxcTFqa2vt3LBHFtNxKeo7Ojqwbds29PX1IT8/H+Xl5eju7sbmzZvtPB155JFIJBKorq7GsGHDMGbMGLhcLkQiEZSUlJjIi0Qi1uSan8UZcaaQoIU7zw/dH9977z2Ew2EbKwVsXl4e6urqLAqWnp6O3NxcNDY2msBitJZmMkwd5oIAUxsTiYQ5ajL6RqMcphmGQiEz7+AxcvZV7O3tNcMXOiQCsPo3pncyTZmtCRhBpzEHo5A0pOEiBp1hWd/JmjXeuwCS6tpKSkqsrpKCkhHAuro6q/VyurbSvIhRRhr48P7mogyjd+xbR5t+Lmrw2PFz87uMEVfW1lH80RCF9axcaOD3REFBgS300C2VxjFsL5KZmWm99IQQQoihhgTbAYZ241ytpijgBJXRKhp/cDWZDZkZZYhGo9Yo1ufzobu7G36/3yacXAV31nZFo1H4/X5LY6QjILehSABgEznWoTGljLbd6enp1oMNQFIPMQoKphmyYS8njxRH8Xjc6msCgYBNXpuamuD1ei3axyhfW1ubWYqznozihumj/C8jgJxgU8jsLLI44WVUiZNytjRgqimNJ2iWwvRRTsgpFIEPo4iMHvGYUnzsbEBCoUZRSMFJgczIIUWkc6LNz8TXUsDzmDit310uF15++WWMHj0aU6ZMwVtvvYXCwkKUlpaisbERW7ZsSWpJwOsIQFJ0s7OzE/n5+WhubsbWrVutfiwrKwsHH3wwenp60NTUhNLSUhQUFFi/Mab5cYw71//xemlpaUnq0RUOhy1dMDU1FU1NTXjnnXfQ0NCAeDyOUChkYtXr9aKnpwebN2/GwQcfbOKeaYxsbcGoHs8BazeZZsd6KtrS89gy2sRjwtTklpYWS+/jZ3M6bXKxgZGugoICs8hPT0+3cTOK1tLSYuYaPp8POTk5SdFCOqDubHTD+2Lz5s0oLCxES0uLLcrw+FJ8NzY2WusELiwwssfoal1dnTWgBmAp0rwGaSZCF02v14tIJJLUl89pZFRcXIx4PL7bFhisT6WgZgsDLvZEo1Fb7OJiCD+Lc5GopaUFpaWlFqEHPnSeLSkp2Rdf40IIIcQBRYLtABMIBNDd3Y3m5maLvFDocFLE1WhnTzW6LbJ+CECSC6PTVKOtrc1WlZ29x4qLiy1tjBM9rlYDsMmez+czQdja2mo1KjQK4Io/xZnzOU4OmcroNJ1g9Mwp2ijKurq60NzcbM8BMLHAyJjTEp/HjTU+TsMICiZnrZAzvdQpZCiYnCKIn5limlboTGl0CjS+ByeHrPuhe6UzIkkhy3osp2hh5I/HyemWWVRUlNSWgFEhClGm0AEfukPyvLDWigLgoIMOwtq1a/Gvf/0L48ePR1lZGWKxGG699VaL8NC9k/ujNX9PTw8aGxvx0ksv2WfhMeL1k56ejhEjRiA/Px9+v98iiR0dHYjH48jPzzexzsbTztRgGstQrHL8TFtsaGhAXV2dWfDTyZLmFBQfwWDQJvwejweNjY0mwChwKbw5hng8bvcPFyDYM46LKhx7X1+fGfY4reYZreM12NPTg2AwaAsWdLLkPU7BzXYDbrfbasxYU9fZ2YnW1lYUFxcjFovB5/PZPcjoLw2Jmpub0d3dbeN2uVxobm62NF9Gtijk2OuNtYm8D2hexAULRs34XvxeYe843n/8/mA6JSNiPC40O+Fr2traUF1dbeNz9lF0mh3RqdVZ38bMg+rqaktxBnaYyTACyTEEAgG7VoQQQoihhgTbAcZZs8b6MooB2nLX1tbaBAiA1a3Rnt1p+OCMrFCYUdAwjYoudnRiy83NtegbeyqxRour1VxVz8zMtOgeBVp3dze2b99ukS++HydZfJyRvZ3Hy1RKrohnZGQgHo+b2Yff77d0Lj5XWFiIWCxmDnmMXjjH7ayz4XHj5+H2fF8KYU64+bxTJDrHyW2cDpp0BKSIpNDi5NEp0JwCpKWlxepsXC6XpZXxvXd2mGTqFyMSjFwAsAbmPDfOhty8HpiKxzEzDTcvL8/68jFVjFFDfv729nZbAGhqajKrfgqr3NxcFBQUoLq6Gg0NDfB6vfB6vWauwwgKzWB4boLBoEW0nO0NnC5+FGVbtmxBU1MT6urqTOC3traasQRrzihIKKqd7R6Ki4uTevPRqTMtLQ0NDQ1J10pqaipCoZDV6PE+oGD2+/1obm62/mB0i+TiAVMI2ZOMEUUa8TBKmJubaxE31hs2NTXZMaM4ctb20a2UrUBYr8ZjN2zYMEutzsnJsfRp1rnW1NSY86TH40F9fb0JMWdNGBctKGB7e3tRX1+P8vJyE5tMf+UChbMFCZti835hDSeNkli3R6dILh4BsPuERil+v9+OF9MsGSVvbW0191QeN/Yb5OfiPVFfX2+LC0IIIcRQQoLtAFNdXW19kIAP65Zo0tHR0QGfz2f1KKztyM/Pt9Qjrrzn5eUhGo1aGp+zzoyF9hRTnIzm5+cDgK1Wc5/OSSKNGWiYEY1GrfkvJ3vp6enmuseJKptmA7DG35y0czLmtAhn6iJfk52dndQDKiUlxXpWMS2N0RemNjJFkqv4/LwUbhSOTL3kcaJjnrOvFid2jHwQp8slU9ec70URTqHF/TI6REMKRmECgUBSnR2AJPdMnjfuw5n6xnYJnMw7BTPFHMUao6+hUAizZs3C3/72N2sUXl1djTvvvBMVFRUYNmwYOjs70dTUZM6MW7ZswcaNG5McOF0uF0pLSy1awtozRr/S0tJw6KGHmnkEhTLHRjMSpuQ6hTwjJhkZGSaSampqsH37dtTU1FhtF4/TsGHD0NLSgpaWFnR2dlrDZC4o8PyzJQYFBRcBMjIyUFtbi4KCAku9ZKot+wgCsLGzzopOiDTqcC5yUBzRlITXv9PkhPdDbm5ukjkOI7Vut9uaXjujZ0x7pKjieeL54bmniHNGxtlcPS0tDaNHj7boIIWf2+22PmyM9Hs8Hks/5OcfNmwYYrGY3c8UZwDMdp8R5qysLEuRTCQS1ng+Pz/fvi94PTNNmwtZAMywxOPxYOvWrQCA+vp6c750msqwJx/FbyKRsAUe7ruhocEEpBBCCDHUkGA7wHACwToV2mcz2sPaGmCHEyBd2cLhsE2aaZlOS/mOjg5LJ2JkJy8vD7W1tUmr7U7Ld0ZhnL2+GIWjqHEacDDFiSmOTpHGFL/q6mprS9DT02Mr4s3NzUnNuZ2W9c4aKaZkUizSHY4RQKZdOo1COKmkYQIjc0wvpWhgtIuTawo1CmAKNUJByckqWzHQSY/75zF0ukRS0DlbAfC4OyN+TOV09jNjGiQNHfj+LS0tyM3NtfRSTvwJIzRML3VO7F0uF8aPH49AIICHHnoIjY2NyMzMxHvvvYdnnnnGzBiYOlhcXIyGhgbk5+dj9OjR6OnpQVFRkUVE29vbEY/H8eabb6KtrQ3t7e2WOsm0Uk6iN2/ejJycHPv8XV1dVqvIfzNlk8exuroab7zxRlLdYDweR3Z2NnJzc611BG3bKR4YYaXIouhiiijrO7nP/Pz8pMWMtrY2tLS0WJNuj8eTZHrD48TrORQKmQGK1+s1oxKa/9Doh0KCAp0LG0xrdBp30EWyo6PDFhwoPGmSw0UPLsq0tLQgGAza90ZPTw/KysrQ3NyclJbL+8KZllxSUoL169fD7XZj5MiR9hoaCPG7iePu6+tLioZHIhH7XmJ6JCOCjFz29vYiGAwiPT0dVVVV5njLRRa2LXAKfdYcFhUVmWClwGSEmsKWbRe4uMFrwFnry9RK1kIKIYQQQwkJtgMMV5I5UWWdEaNXdK+jCQYdHePxuE30mV4EIClCRMvzrKwsm3ixzsVZb+V0RWTaH4CkNDJgR9SHE2Xa2Dc3N6O9vd1SJtmfi5ElTu7o+kjrctYOMQ0tNzfXJqFMiePrnSLUaWnPyRyjb876MWddGaN2nOQ5UxcpJrgNhRUn26yD4rlyCilGIXncGQ3jvilcKcZoVsJJ5M5GMox+cFtG6HgOnAYp+fn5JgT5fjw2jMoAsM/Cz8Dj2dPTg4KCAvzbv/0b/vrXvwIAhg8fbtGglJQUjBgxIqnesKSkBIFAANu3b0d1dTXC4bDZ33PRobCw0KJNTKtsbm5GYWGh1U0CsOPL1LtYLGYLBW63G7FYDNXV1UgkEli/fr3VKjnbC/T19aGhocFqmijWKNaBHS6e5eXliMViVhfGiTtT+Giyw3uit7cXfr8f3d3dKCsrs6g2BaPb7bZIciKRQElJiaXgOqM7NMoIhUJoa2tDMBi0iDT7scViMasHo1MrzzUNfHjdO0WZs5aV1xEjd/z8NTU1yMnJsQgsm3qzjpBRMC6kZGRkIBqNWn80XofOBSS/34/W1laLptMWny6ivM6YGsr2Ikw/5XXB75rCwkJLMWUqJe9vOkOyMT1r4ZzfUYw0MyLorAPl4hdTkHnd817lvS+EEEIMNSTYBgimPXJ1nQKEkzX2c+IEhZEjpxMc07MSiYSlCnq9XsRiMXO9A2ARDK/Xa32R+N6MijAiw+gd08Q4gWcEzGnwAMCK+519lJyubUxb4uQ5Ly/Pauo6OjqSIh5MMQNgopaTPqbRUbQwVay3t9dSFSmOuD+KWqcTJ0UV4eSU0R3ud+faQO6Too2Tfaay7twkm0KP2zhTFgFYjRPTAjkJ5QSWooiClKl6zvYCFIGMVFLcUdTxHDEdlZG32bNn46GHHsK7775rE+JEImG9uyjm33vvvaQ6M4/Hg1AoZO/FlNqamhokEgmrRWLUiJEWGmgw9Y7RK9YjxeNxbNiwAR988EFSKwpGZZ1RSS50UGjSwp3nw+VyIRqNIh6Pm4kG03l5vCh0KKBo9V9YWJhkx8/U3d7eXrtXaObjjDbyGqFxBsV9b28vCgoKzOWSxiE8D319fYhGoybgeB9y0cPZ6iArK8sihV1dXQgGgwiHw3Ze+/r6UFBQYOPmggTr7jhWt9uN7du32/3tdruRlZVlkfvc3Fw0NDTYNdTa2poUveY5Y2TP6cTIHnH8LmIqMdM/e3t7kZOTg+7ubku/pOEIvwc2btxoTo5M5WxtbTUzlnA4jIMOOgiNjY1obW1Ffn4+vF6vRWj5/cX0YwpvXhvOKLoQQggxVJBgO8Awva+1tRXBYBCpqamoqakxUwTnBJORJtazMM2Lk1mKoJaWFmRnZ9sqPicmTmHCiTefY+0QnfEYLXNOHDnBcjoBMrWLKZMUCeyvxCJ/9ldjRIUTSdbecJLLVD6OlfuiCKVBASegFIAALN2LPeOY4ug0UOCkjft3RjOZzgjAJp6MwjFdi+eMr+3s7DTTA55LTuZp0MHav51TXikYKR6dk3JOSCnQnaYztPJn/ZcztdXZ+4rRHk6sKUBZu8N9ulwu/OAHP0B6ejpeffVV9PX1IRgMoru7G/n5+Sa+c3JyzFKer29pacH69evtWi0sLMRhhx2GUaNGoaSkBG+88QbGjh1rbps8Xzx/jMYy8lNXV4eGhgb09PRYhMjn89lEv7q6OqmekLVonPCnpaUhJyfHjh+jwhQrvKbYKoDXG+8FOhFybBR0TMOLx+MoKiqyc8ZarJycHDPAYTppOBy2aHQkErEoD9MkAZigoTU/0165b95T7e3t1hSbNXVOU5Tm5mazwKfgouU+AGtMzeuMiwyM3NO4hq0GaKsfiUQstZJOkDk5OYhGoybA2WSe27P3YywWs/Rdj8djNalcWMnKykJjY6MJ9tbWVqsz47mhk2N6eroZpDAa6fP5bJGD+29vb9/l2uf1xuwDNvLu6uoy8x0hhBBiKCHBdoDhxIor9EzV4aSPFvKsx+FkiP2XnJb2TAlkJIYGAB8VlaP44Yo9UzJZP8MJKOtOuKpOoeLxeOB2u9Hd3W1RG042mVLV09ODSCRiEQanyODnY5TF6eLHyAFT1pymHs5UyI6ODgAfOj1yrIxIcUJNIcmIHY8Toz/OOjdOXp193Ch8ad7gTKEEYDVmAGwSy8/CCIzTGp/niOmGzvPI8dL0hNENRnhoT++MHjKyx6gGhSKbmLMfFmsBaWtfXl5ugvPMM89EKBTC6tWrTQR0dXUhNzcXw4cPNxdDillOfr/85S+beQTTL+nml5+fb83FGfVKJBJmM19TU4PW1lbrt9fQ0GDij43PW1pazHHQWTvIazAWi9ln4HXMxu+MgPG8sgaUTaedtXNMweP5dKbeUhDn5uZa9IZRzmAwaILFeX06a8VYO8h7tru7G7m5uSYcGNlkNNd5baenp1u0sru7G++99x6+8IUvmDBhdJ31mxTw3A8fZy0Y05b5WSneKCZZj9re3o5IJILhw4ebaO3s7EQ0GrXorjOaRjHJ/mnp6enYtm2bRYkplHnfMcWV3x1sp8BUcApH3muFhYUmKLlddna2mePw/DudWZlKy/s+LS0Nzc3N6O3txfbt2+17Vwjx+WPkT57Y4zZbbpxxAEYixN4jwXaAcbvdlorE+hSnWQQFEc0O+vr60NzcbHb3zpQnvoYpT05h4IxwALBJHXtXMWWJDXmd0TwKCvY+qqurS3JWpCMex0v795SUFKtVc9agMSLh7N3V1dVl27KWxWn0QdHKBuAAbJLJ5zweD5qamuD3+83lkdETZ/qnc6LJ6Jyz7xn7QzHNjpEbih8KXh5nRvAY0eNjPDbRaDRpW0Y3mX7GyA+jnRQKTO9MTU2Fx+OxCSgd+xh54OspIujAyCgDxSxTLemm2NLSguHDhwPYIViqqqpw/PHH45BDDsGrr76KhoYGbNmyxSKCGRkZJlCKiorsmty+fTui0ahN5NlagJ+jrq4OwI5JPdPTOjo6rIZq06ZNaGxstIbgAOzz8prhNcGFioKCArO8Bz40DXFGkSngneYaTJFj6nAgELBUQka4nK0AACAajSIQCJgxBg03GGVytlXggodThHOfrP9kRLe5udlEJVNwKWR4bwJASUmJuR8CO1ogbNq0yaJLtLN3pgozBZrniPcnxSwj54z+7Wxvz3EzzZoRZK/XaxFb1gympqZa3SRFcEpKCoLBoEUF4/G4RSej0WjSIkR2djb8fj/q6+vN/ZZ1mewF2NTUhObmZkuxZX1uNBpFLBYzExh+v9CZkgserPXNzs5GTk4O2tvbMW7cOGuNIoQQQgwlJNgOMIwOcKLDXlIUWXyOdWicfFFwcZLGSUp2drY5vjldFGtraxEMBm1Sz/QsrjzTOZIpg5woMxWSE1L+P8WRs7kuV9LZzJfOds6UMo6Zq/e0t+f2NEPgvznR4uo/owz8zBxnamqqpYLyGAGwOjo6XjodIQmjM872AH6/34SzM2WTE0C2QWB0gmKNQssppJkKyn1xbKzr4gSfE3anoyR7dfHfTD9lSiKvkYyMDDQ2NlqKIPBhjzWmo3JSXlNTg5deegmHHHKIRWucEZ9DDjkEeXl5eO2116zv3te+9jVLJYtEIggEAqitrbXmzM4FAODD6J8z4kKb93g8jlgshi1btmDTpk1WE8kIFW38mSrI69hZmwbsiHY5nQDZG5A1gmwSzUjgzgY/FOOctFPEsa6SopOCibV3TDlk3SkFOcUo+63V1tYiJyfHXFR5DBjZ5gICrys22HbeN6yta2lpQVdXl4mx1NRUxONx619HMQnAhA6bf3MbfiY60/KeYESN4pOLIG1tbUnPMZXTmQadkpJiYp3CiwKKf729vfD5fABgZjHMHGD6LcV6W1ub9X3Lyckxd00ASdFT1su5XC6UlJTYdx4/L9tSMHWYqa78buW14jRVEkIIIYYKEmwHGE4iueLOWiuaVLS0tNgqdEpKCgoKCsw6neKFKT+BQCDJwIBOkT09PRgxYoRN4rgvihlaZofDYUvhY4SL4ouRwHA4bPum8KHA42SatU1c4c/Pz7daOwpQZyNf2q07DTzoJEdRQzHEf3OCysk38GFDa0buXC6X1Z5xjDTUYFoeJ+07p2QyfdR5jjjZ40TTaVDCKA5TwVjLtrMVPCOWnKgDH9bLOd+L55ACiCKF2zHqwfRBpkDynHByz35ijIBQ6K1YsQKNjY2YNm2amdM4e+mVlJSgoKAATzzxBNLS0jBs2DDU1dWhubnZztfO43NGaXguI5GItT7o6upCJBJBJBLB5s2bEYvFTJzyOuR7RaNR1NfXW4NtRoE7OzuT6sX4Gi5A8FpgSp/f77f/Z00ijyGvD5/Ph0gkYtcAFyR6enpQX1+PhoYG5OXlmbDk+2RnZyMSicDv95vBBaOavPfYaoC1gwDMSKW2thaFhYXw+XxJtZxc/GBKYFVVlaVfMrrKiCLvO6bzAjAHWUaT3G43GhsbrQ6WKasUb6z5zMnJQTwetyhkUVGRiSi6jmZlZZkrLO8F1snxeysvL8+uPd4P/K5i1JgpnOFw2KLrXq8X4XAYgUAgqeYwGo0iJSUFjY2NaGpqQnFxsS2YMPWRIpERxnA4bFFGLrLwe9PpwMm0UyGEEGIoIcF2gKGQ4ISRFuJer9ciOFzR7+3tRX19vdlkO80qaETQ0dFh7nVMs+zp6bHaD9aMMEWKaX40xmhoaLDJtrNZLxvyUnQxcsQ0M6bicULMCShXw4EPe5TRVCM7OxsNDQ1WL8eVfU5snUYNnPix/ocRL46HIo3NeZ21bM7UOk7euCJPgck0UKcAdFrvM3pI4cj9cjuKNtad8TXcBwWXs12B00CG43LW7DCl02lEwWPKKAfHzlQxXk/ADmFA8xNGaPjZMjMzsW3bNqxZswbl5eXwer1JLo407Pj617+OeDxu4tVZa/lR17Pz/3t7e82U4vXXX0dzczPq6urg8XjsGqLVO9M3aRvPNNOUlBRUVVUhMzMTJSUlSU3YGU3kuW5vb0dBQQHy8vLQ3NyMSCRiEVDnOXa6cm7btg25ubkWcWEaanp6OoqKisx8BNjRooANwhlBZQPuzMxMNDY2Ws0ezz3vawpcLhzQ/ZCCk6m4FE4ZGRlmilFdXW3Cr6WlxSJwgUDAxJnH40F3dzeCwSDq6+stqgfAopQAsHXrVvh8viSzHtbe0SCI0VAuJnERp7a21hYceE0Ayf0N+ZkZLWf0mO0DGDVmGifPM78nWN/KSCMXOTIzM+181NbWIj8/3845z38sFsPw4cPtu6+vrw95eXm2wMHvDIpHp9AVQuye/tR6CSEOLBJsB5hYLIa8vLwki/COjg6bJOfl5dlEiJMvZx0UzRlYm8X0J27D/zLC1dfXZyvqFB+MbnD1nRMkp7AJBAJoaWlBamqq1R1xks9ULlqSMxWKJhSMNLF2hjUvTot6plWyHoc1Ltw3RQ4fYx0MAOubxagBRQKjJ876J0YfACSlxfHzAjAxzDRHZ20YawIpWp1Ci+eGworREh5riuhEImERGr7OGbVz2v1TOKekpFh6H1sWOMfnNGrg5JbjYhofr6PRo0ebaOjq6sJTTz2Fr3/96yayeRw4uS0sLLSxOFsYOOFn5rnn9jU1Ndi+fTva29vNCZITbV4LNM2goKJRDf/f7XZbuwlnrSHHQ2HKBQVes4wghcPhJGMbXkt07aSITU9PtwbMjHDymikoKLDedYxQs2cihafTUIXplBQkdOR0XltMKaZgi0ajllLc09ODkpIS62UXCASSIq8pKSnmZsl7n8fX7/ebSUlnZyeCwaDVPNI0ZNiwYWhvb09ykqTo4WIO3Sk5Zgq+xsZGHHLIIWhqarLFBgBJ0cpgMGgClIsSrJN1Gin19fVZtJxuny6XC7W1tWZ2wt5yFPls//HBBx/goIMOQlNTkzU9ZySOUTzeWxyLs6aXglAIIYQYakiwHWDcbrdFVWiywdQ1AEkW6BRgwIeRDE4CuUIdCASslon9ooLBoPW36ujosGa6dXV1lnrptJinsOMEl3U6TBNkNICio62tzSa/FH/smUSxxTom1qg4PzMntnTCZA0ZJ6tceee4KD7p+NfT02NGBU6zFKZN8TMwTZMCjOKDtWOscaMjJRsBM0WNgtGZoknRx/d0TsgZrWJdHQWKMxrpdJZ0GstwckzBDXzoOBkIBGxy6oygpKWlWaSVnwuAndPCwkKEQiGr9yssLDRB9Nxzz2HSpEkYNmyYmcfwuiPO6B1T1pxNs5lKyL+uri688cYb2LZtG/x+v+2P54ZRW9b4paenW9TF4/EgEomgrKwMqampqK+vT7rGWROVmppqaZc07aEZCVN+2YrCaZJBscB2EbTjr6+vTzLHSU1NRVlZme1//fr1GD9+vPU3dEZco9Go1awxTZJujLFYzFIcA4GALXRQLNGhkgKKUTm+prCw0CJJhG6VXq83qfUHBWNOTo5da0xz5Lli/SibePf19ZlhUEZGBhoaGkz48lqlEQ/Ttyn4GRHv7OxEa2srGhoazMykr6/PhDPv+by8PHM6dbYf4Ofu6uqydEyKa4pq1rUGAgGLKDJix8jwqFGjAOwQ4GzsTrdYLpKw3lU1bOLzjqJnQgxNJNgOMM7oltPungYkTut5RjFYK8MoDyebdL/z+/020WlqakI4HLZIkN/vtzQxRjAYMaFlvdfrNeHDSSGjZRSTeXl5loLU3t6OoqIiALBifqbt+f1+NDc3o76+3lLRnGKSBiGccDIVj+KRKZINDQ12vHgMgsEgMjMzradVe3u7bbNzTRijAUwdZJTG6RhJ0wmn8yCFibPuidEbpqPyHFH4MRLndIrkNtyeKZYUfU5XQhouOFMns7KyrIcZU0U5oXWm8TlFGw0wysvLAcD6VOXk5FgaJEVUQ0MD3nnnHXR0dCAYDCaJRqa3Oa9ZCoVAIAC/35/U5LuzsxM1NTXYtGkTamtrzX6d0UE2SWdkOBAImOiiuKVRCKNTXq83qc6QKZEUXs5FBtYNNjQ0IDc3N6mG0efzmaBgXRojUUyxjMVicLvd8Hq96OzsNMfB1NRUjBs3zs4B01ZTUlJQX1+P3t5eFBcXIxqNIhwOW2SJkTMKIt4jrNVkpDkWi5lLJAA7Bhw7rxXeh6z5oqDia/1+vzl8FhcXo7Gx0a731NRUjBo1ykyOnDWtvPbYnJ5plEzFpDBMSUlBPB7HsGHD7PvEuWAzfPhwq+fMzs629Euv12tpqozesg0FTVScKYvOa7Cjo8OirlxAYtQsPz/fWiakpaVhy5Yt1nKE96yzho3fhfw+EkIIIYYaEmwHGJ/PlxQlAWATRAoFCp9IJGI1Y6xZoR04a8fY+JqihymMdMxjKh1XvePxuNWV+P1+dHd3o7m52dKQOJlj+hmjR7Qod67oMwUvNzfXiv85YQc+jJAx7YrpZJyU8/2cdVtM2WT0xGnUQcHHlEumKjqjQNyeKWs0sWBUki6DFL9OW3JO6pzCiAKQUTiKCh5vp2vkzgYonIyy7oyRLEZ92KSYqWnOCBmApFo6im1GWBm15LWTk5ODYcOGIScnx6zZmVZIxzxeC93d3Rg5ciRSU1Oxfv16lJeXY9SoUdYqgZ+JYpAC29lcfNOmTdiyZQtqamosYsPPTdMaYMfEm+ebIiQej5uQ4/lOTU01m34KPhrg8D7g+eL12dHRAZ/PlyT6mA4XDoetmTMn8M66SDoi0hWT4+R5bGtrQ35+ftKiAN8nJycHwWAQkUjE7iVGOdPS0izqzfuD559pujTZ4LUYi8UszZfRI4oZGvYw4sVro7m52Uw2Ghoakq6/qqoq+Hw+FBYW2vl31pvyfnOm83KhgfedMwrNqGU0GrVFBPbbY2ojjT0oOJkqm5eXh3A4bPWSfX191oicY2MEn2nf7FPJY8P0WQp8Xi80zaErrLNXYlNTk12rznuMPfqEEEKIoYQE2wGGVvZcsff5fMjKyoLH47GGwgDMCpwueRQ6NNJgXzTaanPCxqgO0452Ns6ggUJra6vV79B6nFGhzZs3IyMjA8XFxRaBctaW5ObmorGxEYlEAtnZ2SZcdk7bc9Z10SiBfas4IWTKHMUX05kyMzPR2dkJr9drdWgULcCHqYNsxO2sOXOmt3FiSkFB4eUUC87UUL6WFuh0CXQKStblUPwwCuBMfXTC92OEjqKBUSqm0+08sXbWuzndRLkfRjFKSkqS3Cl7e3sRCoVMmEYiEWRmZmL79u02efV6vXbMq6ur0de3w86e7xmJRCzC0t7ejpqaGlRXV6OmpgYNDQ1JrpVMvS0oKMDw4cPt3LEmLDc3N8l1EIAdK0Z2gsEgwuEwfD4fmpub7ZwCHy5ysE6ppaXF7huKJooyRjSdjZVpNNLa2oqysjL7/Ey3ZbSLCxi8flkjyfPvjMAlEglrM0DnyPr6eqSk7OhHxvRYRsDYJ491VIw+MrWVUW/2NPR6vdi0aRNGjRplqaSMGDOVmPvhggivkyOOOMLqtnYWRrwPKU65oMDaLu6D9xgFIoU87wmmLTqdUnn9UbQ2Nzeb+Y3f70d1dbVF2bio4Oy/x+8PACaA8/PzrXaTQpItFyiAmSmQkZFh1xnHzbRRtqZg2rUQQggxlJBgO8CwRxCbKHNSzQgAowecjO3cDJaRIQo7ZzNpphmy7oXRJ0aj2GONKVCsmwFgZgg9PT0IhUJJKX/d3d1mEEBLeU7COEmjsONEihNVRp84geSEjDVunCBzYsWIIiNSNM9wujESTrpZW8XoF0WW07CCZhw8fk5jhZ3t1Sn2+DkZLWJkk825GcXj8eM+GbHghJnixVnHxqiJs8aNUQOnJboz5ZKPc9I7YcIE6w3W2NgIv9+P3NxcBAIBbNmyxZ4rLS2Fy+XC8OHDLZWWAn/s2LFIJBIIh8PmJtjW1oZ3330X27dvR319PWKxGAoKCsxVlCYPfX191pcvLy/PTB+Y/gjAhACFFhvDc/GBApkpdr29vWaYwddS5NPenrWBjMbxfdgsnALd5XKhsbHRoiysk4rH4yYaKFaZjsyaMzofOvsJ0m3VGVF0tq7gYgjrtShu+BjFEl0XnQYnTO+LRCJob29HMBhEaWmppbrSgITujcCOvnRdXV12D6empqKhocGaTLNZO78LaHzCiD3vPzpUUkBSTLK+kNcbrz8KWy4Y0cyECxApKTt6tfHz9vT0IBwOmzNnIpFAbW1tkisthS/TVHnfMFLNaLQzXZnvxePf3t5ubqNer9ci+GlpaWawEwwG99VXuRBCCHHAkGA7wGRmZiIajSbVSjnrXmpqavCFL3zBJvGM/nBi70y5c0acnOmEAMykwZn6BCBpohaNRi0FikYQdNVz1pSwxxJTsBobG23y3NXVZcKCKY+sleKknNEw1sgwUkRnSE6OnfVzjGAxfZAih6lV7C0FwNLrKDiBD3uG7RypotgCYFEBpnyyLoj1MnydM1LhNA5xTh4plvkaCm5OrnkOeS4YNeA4uD1T5yi2WQPldMwcNWoUiouL0d3djeLiYrS1tWHYsGF2TfT19Zl5B135aGu/82fmuWc91D//+U9kZ2fjgw8+QFpaGoqKiqzebNu2baipqbGoGT8XRZTTGp77dfa6a2trQygUwoYNG1BQUJAUueJiAvuYsfawpaUFbW1tlhpZUFCAWCxmfQGdNZjDhg1DX18fmpqazIb+4IMPNrdTRjGZVtza2gqPx4OcnBy7bghr2Bit5v3BptC8Xrg4wigVRSZTNtk7jc256ZZJsw+mGcdiMYuS8h6hWHGa3Ph8Pmzbts0WNPi5eH4TiQTq6+vh9/vh8/ksNZoROop4Cidgx+IJvw8onpuamux6Ys0sI9rO+4ppkjRf4eIC7xV+N/Bz0L2T32sU2qy/5DWRm5trDpc8xowKcrGovb3dFpF4n9I5k8YyPH88J3l5eXv/pS2EEEIMMBJsBxjWFXHVmhNPmh74/X6b4HR2dppLHqNEdH3j5JHW+U6XuHg8ntQLyu12o6WlxQQQo15OS3nnhJWTrOzsbDQ1Ndmk29m4lmKNUIjQEINueEyboqDxer1WX8LnAdjkjbV8ztowRqb4+ZnqBsCiC87IHCMSrJMDdliT5+fnm9EI08T4uTk5p6ikqGFkj1EeTkoZhWDqFiNfnAhzHJxscoLrFNls50AzDL4vxSfPMwCUlJQgLy8PZWVlSElJsZQyCiZO7nlN8BjRGZRptUxnY0TP2S6CLRFSUlJQXFxs5hJdXV3YtGkTEokECgsLkxwzGYVipDI3NxeRSAThcNiuFQp2Z/87nmdGQ9imgK6PAEzQMG03IyPDonRMCWQaKZuqZ2Vlobi4GB988AFaW1uTInUAzMyF91hvby+am5vNZZLRIRqG0LSFKY4UOT6fz4Qc60jpwshrdOvWrQgEAmZIQ7HPezKRSFjUr7CwMMkkh/cWa8QYYevo6MCIESPQ0NBgabGMoNOZkSYnTO103ueMlDkj9aybzc7ORjweR2lpKcLhMNLS0iydleeAKdqM3jkj3JFIBKFQyLII2JrA2TbA5XKhpqYGzc3NGDlypB1X3id8LXvDUeS5XC4AQF1dnX0X8T5vbm5Gbm5uktMtjzlNR/j9yppEIYQQYighwXaAYVNeOsY5XeQYPWLqXjQatfQjZz8uiresrCyzAec+2bC2ubkZAKwvFd0kMzMzbYIJfNi0lpE450SIYjI9PR25ubmIxWJobW21yRHrvBgxYtrmzqmWnCRx9Zyr/OFwGKFQyCZzrA9jSmFra6v1wwJgPcecjbOZMsjm4py0OSfpmZmZVgtDYUSbduBDB0K+v1NMUpg462dcLpcJH/YC47bOdEjgwzYNTGnk5JXOnRQDTBXlhJMRSgqpkSNHYuvWrSgoKEiy+U9LS7MUMkaP6uvrMWzYMBOXTF3l/nt6djRG37p1KxKJBMrLyy09d+zYsXC5XHjhhRfw3nvvWSQ0JycnyZCF6WxOC3Ya2KSkpKCwsNB6bPHz0FEyGAyaiGOKLc1nnO6JTgMeOjUyNdfv99u909TUZMI8JSUFOTk5KCkpQWtrq6Ux8np13n+s+eTiAtMJmXbIqKbb7UZjY2NSHSUXErgwwDYaOTk5dl2FQiET80z3dApdmm1QoASDQbvXWRfJKBGj1fwOcb4v68aYqslx0/a+pKTEorOMUvE64DllFJutCRgdZR0fo9cU1hSsjNb7/X4UFxdbZJrfAxw7I9sU8s7zzlpY4MN2FU5TH9YCOqPTzqwDilB+d2VnZyctevFYhsNhS9UVQgghhhISbAcYZzoda9eY7sTaL65c06HRKaacNSucCDOVihN81o4wLYv7zszMRCQSSYoEsfYqGo2ipaUFubm5SYKFUQVOzH0+n71XV1cX4vE4fD6fjYsr4hw3RQlFG2tO2NSXkSuKJgCWWkkRwsa7jI60t7fbRBP40MiFoiqRSFjKlDPSxnQtHhNOhplGymNKwZlI7GhSzOieU6DwfWhtzmgO68M4qQdgzpBMfeP7OOsGKeqcDpFHHnkkhg0bZqIjPz/fxAvbKACwvlh8HeuwmErI6yAYDCIrKwstLS3YuHEjhg8fjuzsbNTV1VndVkNDA7q6urBhwwYzfWGUh66AFMy8jngeeD06XTidEWDWdHV3d6OgoADxeNwm/TReAZAk/Dk2p3Mo0xkpgvv6+uD1eu3c1dTUWAsIXjMNDQ2WPsg0RTpt0m2TUSaKPzazZ8sNtldgdJdjZO1kamoqtm7dalFIpv1RzDOyRWdJZ3SKLTp6e3vNzdNZJ8fPxmgihRPhfc/vFLp6chEoNXVHT7/6+noUFBTY9wxx1mJ2dXVh+/btGDZsmD3HNFVGwKLRKOLxuO2DCzw0ZKGgqq2tRTAYtMgt71Om5zL1mfc87++6ujpkZWVZuq6z/jUSiWDbtm3Izc21WmAKNIpEnjs+x0UwRdjEZxn1WPv07OkYbrlxxgEaiRDJSLANAIFAAB0dHSbW+F9OzJiux9V34MPICw04mB7F1WVnbzMaOLDWhKv7Tmc1ij5OpL1er1ngd3V1mWkAV7QZ5aK7JdO6GNXhyjhTrzgRo5hjNDArKwvRaBSpqakmNFgvxFV/Tn6dzpYUKM52AkyxorEIJ6s8hpzYMjWMk0WnCAZgUQGKDUbqKFg9Ho9FMpmC6GwHwHQwptpR1DhNRujKyOPjtPd3Onl2dHTgsMMOQ29vr0VGGJVkLVp9fT3Gjh1raZgcPyNa6enplkro8XgsRZbnp6qqyuohOWn2+/14/fXXsWbNmqTzEovF7Pwx8uTs8cV6LIpOr9cLACYsaPrASbfzWPA9KPTy8/NN6DQ2NloDeGf7A5fLZeYVOTk5SREgprMGg0Gz7W9sbLToDY8VI9pMw6UQd5ph+P1+BINBpKenmzPm+PHj0dbWZs6SbP5MIxdGRSl0d240zesyHA6jo6MjKXrrrAvjNbxz1JuCloLOWZPnrFHt6emxJumMklHssqUA8GF9a3d3t9W8tre3W50kTTucKar87qEYohBklJvfZ0VFRWhsbDTzEqZTUsBStHJhg2KV4pcLKjxP/I5kVHLEiBFobm62KB3bKHCBwum8yeMAQBE2IYQQQxIJtgNMS0tLUmNfToAYLXGaL3ByAsBEESe7bErLejJGpJgK6Ow51NPTY9b/FClut9siALTgZlpcIpFAIBBAdXU1/H6/Wedz4s46tba2Nlu9d9bVUQR4PB5L/eMYW1paTEgx/ZHRKo6f+wNg6U8UBXQCdKZ28Y8CjxNhmqTweDgFqDOl0pliSdHISBnwYTPueDyO7u5uqztilCYlJQX5+fn2Phw7hQFNWBjNYyof65Jo4kFBRpc/nsPS0lLrGeaMYHq93qRoFM897ea5fW5uLrq7u9HU1GQ9zigYa2tr0dXVhWeffRY1NTXWC6y1tdUitc7xMnLLY8toS3Z2tk3AnbVr/H9nDVFOTo6l72VnZ1uDZF77FERMZWPvP6Y08jqhkKNoYPSOJi183llrlZmZaddyQ0ODWb07a9ic5j6ZmZkoLy+3NgE0B3FGwHn/MrLp7PnGzxAIBLBhwwYTcoyQORcYGOXy+/12j3V1dVkaIdMzufDBCDDTc7mIwAgkPy/vPV4PvN8o9JgSzXpMRq2YUsnrzePxmDkSv3coxJnezeu+qqrK0jB5/hOJhNWv8rPm5ubC6/WiqqrK+t8xYuqs/2RNGxdd+D3DCCrvadbWcWEDgJ0nOkgKIYQQQw0JtgMMC/GZ4sNVcqZG0RyCK+WxWCxpFZuTIqYqcrLG9D/uj6lK8Xjc0qLa29stYsOVfUarOIl0Rh5GjBhhEQGaGzBdkBPrnJwci4qwlos1KJzU0rKbqZucfLa0tNgkDNhR48bWBs70pvT09KSWBax5cdbtcOLIaA0n5ZygUrxylR+AHTfW4jEKAMBc7ZjWSddDRgw5WWWaGgBz6uNE23lMecyZKshasFAohIMPPtj6RMXjcRQVFdk542SfUYTNmzdbny1eMxSWTD3MzMy0ukVGoZyTbUZS165dizfeeMOEN68N5zaMeDL6x+3oZsiJMwBr7MyIH8dDgUEh0NTUBI/HY5EwZ4oh7fWZfseJPQBzBaRhDyOWnOizNpGOozwmjLxRVPE+oNlLe3u7CeKWlhYUFhaa0UZ7ezsikQhqa2tx8MEHIy8vD/X19dbnLhaLIScnJymCGQqFLOJDN04AlqZLsUSnU27DlF1en857lAsRNEShGRFr4VgzyDYUbF3wyiuvICUlBePHj7c6T96/zibS7NVHQxGKf4/HY9HtlJQUSxHm9ey8JvgdQGHE/nlMUUxNTUVJSYktkHAsTBNmynd+fn6SsyzTkxsbG1FWVmYLITyfzBbg/dfc3GwCjd+1jJArJVIIIcRQRILtAMPIEydAwIfuizQEAWDpRU5jEQqjzs5OS1diahgAm0A5IzcUAYxEcNWd29KunxNXTmw5QXQ25XU6HQI70otaW1ut9s3pDsmJJyd0jEpwdZ8OjBQ2jGpQQHLCzXExRYqTe04EOVHmfpiyRxHGCa8zCuc0N+HKPAUA01IBmHjhsWWUz+muyMlrbW2tGV0wQsoJd2pqKtxud1IkMRQKoaysDPn5+cjMzLTatIKCAgSDQYvEUQQkEgkEg0ETp4SRGKbjcRtGKZ2ig02De3p68MEHH2DLli1Wa8SJflpamkVUe3p6rIk1GxxTaDKaRXdKinP25Orr67Pm7E6TneLiYjQ1NSGRSFhqLK/LlJQUq7FkhIf3Af/y8/MtAsfIC+sBU1NTLYLtdDBlCl9OTo6lMPJ6ZuSHKccejwfvv/8+gB3tIuicybo0l8uFvLw8W1CgcOVY29vbLVrN92U6Ij8vhQRFR29vr9nNM4Wxu7vb0ksZSU5NTTXDEYrU9vZ2i+qxRUE4HLYm0gcddJCdv9raWoty8p7m/cDII6N44XDYIvJs4UGhRDFUV1dnn4Xjc5r3dHR0WFNrAJbazO8Gfv9REAYCATQ0NFjNJQC75xi9ZZ86ALY4QJMa1uh2dXXZ4pKzb5wQg5n+1J+pfkqIzy+pe95E7EtogsEJHO24aakN7IiKVVdXm0mDM/WvtbXVomgejwcAEI1GbULLyEFubq5NirmyzhQjTr6cjobO3lmtra2Ix+OWEsU0SIokRgI4GaXooZDjRNQp+pzRRE7QuaLONE3+mylUTnHS3t6OpqamJHHFlDum+bFWhePPycmxyaozxZCiktE3ZzSP4oX1L9y/MwrEz8koqcvlMlt2pmmxsbBzEstUwokTJ2LChAnIysrC1q1bLTIQCoVQVFRkLpROUcqawJKSEqu1Yy83GjoUFBTYuaitrbUJc3NzM1577TW0tLRg3bp1ePbZZ7Fu3Tpz3mPvM0Yt+V/W2PGaoQBlpIXpfs6eXs4IKM8rRV1KSgo2b94Mt9uN/Px8jBgxwhYqPB6PGZB0dHRY6mxra6sJekbnWJ+YmZmJvLw8G0c0GkV+fj5SUlJQXV1tkSqe+7Vr16KhocFS5hg5zcvLQ3p6uhmu5OXlIRgMIhAI2LVPsUQzD76epiStra2orq62aBIFY2NjI5qbm62+igsTzv6HFLxcjGErhdra2qQWIBT2zpRN1qa2trZi+/bt2LZtm6U3shbPKZiysrJsIYDporyH+Z3S07OjCXgwGDRRl5qairy8PBQWFibVXMbjccRiMUsJdhrpsMaSi1NNTU32Hcf7minZaWlp1kLEaRZEIcraOgpmRp/T0tIQDAZtIcF5DfJebG5utmuK0byPY/HixTjyyCORk5ODwsJCzJw5E+vXr0/apqOjA3PnzkVeXh68Xi9mzZplLQdIVVUVZsyYAbfbjcLCQlx22WW79PtbsWIFjjjiCGRmZmL06NFYunTpLuO58847MXLkSGRlZWHq1Kl46aWX9nos4rPByJ888bF/QojPLhJsBxjnqjWjB5z4kGAwiJycHDPoYB0JxQWjCU7nOdq8Uwgx0kFXQIomrnw798NIAyefFAyM2DgnxEyZ5PtRhHAlnJOtrq4um5gy2kQXPgBWJ0bHQ7fbbQ6UdICkI2Bqaqo5HDI9zOVyWWSxra0tKeqTk5NjkSKmm7L+ioLECQVASkqKpVg6Wwjwv0z/BGDHjJ+NdWcAbLLIVEFGuw4//HCMHDkSOTk5KC0txYgRI3D00UejuLjYatc4gaaY5iSVx4xW5zz/FKmsAWOEwev1Wn1gU1MTqqur8fbbb2Pjxo0AYCLE4/HA5/OZaQavIZ7jQCCQVPvU0NBg6W3OaCKNIXjsY7GYjQXYEXH1+XwmymtqaixSQsdHigie1+zs7CQDFDplMuLDa8rv96OjowNFRUW2z7KyMgQCAUupY3SOx4MR5kgkgp6eHuTl5ZlhBa8PjjUrKwuFhYVJ6ZYUVuzdx3TF1tZW+Hw++Hw+i5ABO1IO6bbJRtTZ2dloaGiwOk9gx8JEfn6+3Q9OJ1U2luc9z2gk71sK3/z8fOTn59vCAaOdjKpxoaOpqQm9vb323dPV1YX29nZ7P27He4697l577TUTx4wGNzU12T3HSKXP50Nubq4twng8Hov4t7e3o729HfX19YhGo5b6zeuF9xy/J7mIQwdMXm+8BnmN0LwmkUggHo+joaEBsVjM6mfZ8P3jWLlyJebOnYsXXngBy5YtQ3d3N6ZPn24NuAFg/vz5eOyxx/Dwww9j5cqVqK6uxmmnnWbP9/b2YsaMGejq6sKqVatw3333YenSpVi0aJFts3nzZsyYMQPHH3881q5di0suuQTnnXcenn76advmwQcfxIIFC3DVVVfh1VdfxYQJE1BZWWn1ef0ZixBCiKFPSoJL4+KAcMstt5jzYDQaRXt7O3w+n/VxYgSIttuscWGEq6enBz6fD/X19SgsLLSJFO3CmRpEgw6uMtPannUz3d3dCAaDFlmieQEd6Ogax/1T2DF1rKWlBWVlZQCAcDiMSCRiq+FcRXb2e+IE29k3jhNK1gCxLo5ih6mMTNvjJNIZ2YrFYkkTOWeNFYUpV+c5Iezu7rbaHH4epxMdXewKCgqsRoipc3S+4ySdwsdpbsJUSgqOYDBooowRhYKCAntdRkaG1X/RcMFpnc/tOOl21nWxzpFip6amxo7/u+++i23bttmEnMfQWSdFQep0THTaxjMKxGgJU0F5/Jjy2NbWhpaWFvh8Pouy7Fxn6fP5EI1G0dTUhFAohJycHOu75jTdYJ9AXgOsiaR4Yh2is7aQkSam/vIeowBgqqTTUr6urs4WAyg6t2/fbs2fWbfG65bpi7yuuIDAaCyPsbMfGi3lufDAa8fj8Zhp0NatW1FWVmZRI5rPsG6QCxfd3d0oLCxEfX29iUze4xRsbD/Ae4D/5SIIP6ezNQiv5dbWVgQCgaRaL/a9CwQCiEQidn1s3LgRY8aMsYWS1tbWpNYiPC7Ah+nLvJ9473NRxNlSgAtDvO99Pp/dH1ysYEqns12Ix+Ox875161a43W6UlpZaxkBvby9aW1uxZcsW/OIXv9ir7+yGhgYUFhZi5cqV+MpXvmLfDffffz9OP/10AMC6deswbtw4rF69GkcddRSefPJJfO1rX0N1dTWKiooAAEuWLMGPf/xjNDQ0wOVy4cc//jGeeOIJvPXWW/Ze3/rWtxCJRPDUU08BAKZOnYojjzwSd9xxB4Adi0tlZWW46KKL8JOf/KRfY+kPsVgMfr8f0WjUvvvFgUURsqGB0lLFvqa/37+KsB1gmEpFJ8OioiKbLPv9fvj9fhNu1dXV5pbGyRcjbR6PB5s3b7Z0Ok7qKIZof97S0oK2tjY0NzfbZNXn88Htdlu6GdsCZGVlWT8sTug4GW5sbLS0QAqHuro6bN++3UwBmPrE6BjT+Wgm4rTGZ5qms69bS0uLraRzPJzIM7LgtPDn5+Wk1jmx5QSZ4oVRIQAmtACYEQpTwnicWVPEc8a+cc6eVs50Uk4WabbxhS98AcceeyyOOOIIjBw50pqAjxw5Erm5uTZpZrSMgpINpFlzQ8c/1u4wqsb/AjCxXlVVZULrjTfewObNm5NMFphWyPo41rQxwssapd7eXtTV1Zlg5PXKVLNgMGipZa2trejo6EAgEEAoFDIBmJWVZemKzghkRkaGGeu0trYiHA6jvb0d4XDYFjA2bdpkE3NGZtjjj5EqRgMzMjLM0IYphzT8YGsDihqm2bndbjM+KSwsRCAQsDTY4cOHWxQqPz8f7e3t6OjosOhyW1ubXd88JnTuZJQ6LS0Nfr/fnDR9Pp9Filwul6V4sjciG2xTRG/bts0ig7y/nW0VgsEgysvL4XK5EAwGk1prOI8vjw9rGNnUPDs7O6kZeU9PD6qrq5GSkoLm5mbrc0ixSbMUpjmnpaVh/PjxAGBtDJiiy/vVmYLt8Xjse8XpokpTG4oy1sPS9bGgoADd3d2or6+36GFqaiqGDRuGRCKBWCyWZFBD85hRo0ahoKDArhPndwOj1XsD7xNG59asWYPu7m5MmzbNthk7diyGDx+O1atXAwBWr16Nww47zMQaAFRWViIWi+Htt9+2bZz74DbcR1dXF9asWZO0TWpqKqZNm2bb9Gcsu6OzsxOxWCzpTwghxOBFpiMHGJoJNDc3w+PxoKOjwyJAbEQN7JgIr1+/PildkeLJ5/MhHo9j2LBhVqtCxzwaiDBixcki8OFKN/sqsaEwU8w48aJ1OwCLHDHF0RlN4IST0Q2KKlpr0xCCqWSM0jAFzhn548SUrm+MhnFi6xR6dLIDYNGn7u5u5Obm2sSDaXl0pezo6DAzCKZL8XwwSsP9ALDm3nwPRu84iQU+nHDSWdLj8SAvLw8jR45EKBSyiAnrjnp7e5GRkWERJNrrswbM5/OZ0x8jD6whdFrg19bWwuPx2KS0uroavb29qKmpQTweR0tLCyKRiIlZXj87p2pSEPEYUMS6XC4TzYxY0WCFYpHjp3hxptIyYstrZ+faRzoJRqNRM5+hmUVeXp6JaF5XTU1N8Pv9SfVU7e3tCAaDSdFPLjSwf2E4HDaRRmFHkRsMBi3FjwKFIoZpvj09Pdb02dkWgIsSra2tyM/PN8dT/ttpQ8+UZLZWaG5uNvMNZ1oy/93X14fS0lIAsHo7unYyvZg1cmyfAXxYE8Z7m1G6lpYWM+xgrRvNR3j907I/PT3dmoozTZPCmucnLS0Nzc3NyMvLs6g2v3+cacc85uFwOKmZN78LeJxTU1NRX19vDqE0bXG5XGhubrbFJKaSU4A66yy52JWZmWk98Rip7OjoQF1dHXp7e9HU1LTXtv59fX245JJLcPTRR+PQQw8FAOvV52xYDwBFRUWora21bZxijc/zuY/bJhaL2XHo7e3d7Tbr1q3r91h2x+LFi3HNNdf04wgIIYQYDEiwHWDS0tJQU1OD4uJiZGZmoqGhwSY/27ZtQzAYtNSgqVOn2iSF9Vi0TGe9GCderPfgJI2Ok7TYTk1NNbe07u5um4j7/f5dJlw0P2CKpd/vT2pAzfQ0TsLz8vKsPoj9n/gewI56jsLCQkvFpCDkxJCRQ6YoOnvEMaWT4o0r/KmpqVYvQ8c8rqjzPXkc6SpIYeD1euHxeBCLxXZxjqQYYCoexRwFI6OXjERxIpubm4uJEyeaMyLhZJNigxGXlpYWxONxlJWVJVnz8xwzgsB6Lhq1dHZ2WiprdXU1Ojo60NjYiKqqKmzfvt3SBymsmMbKVEhGK8PhsJk38L15LJx1ac7oKSfYrD/k4oOzXjAnJwcej8euAaafsgaLk08aXEQiEXR0dCAnJ8eOrbMNBd1H2QyeESR+Dr/fj1gshsbGRmRmZqKoqAiRSMQs4XNzc9He3m6paRR2jFixloypr063Uq/Xi4aGhqR7ktdZaWkpmpqaUFNTg9LSUvT19WHbtm322YLBoIlhLoxQdLHeKzU1FY2NjRa15bHi/Z2Xl5dkUgLAIqG892jawsgV3ReZHkqh4xTAzgUgujZyUYHGK0VFRSYieb55X9BQJhAIWAoz6/7oHEljGr4XDVt4jzESzmuKMIrHRQKnwyYFP1tcsJk6a31pMNTa2mqLN11dXRadbmhoSEon7g9z587FW2+9heeff36vXjfYWbhwIRYsWGD/jsViluIuhBBi8CHBdoCh/XdTU5MJh/b2drNzZyoUDSGcAoJmEpywscbLWZPFiIBTVHF1G4AJMKbvsXaF0Riu3FOg8DlOwjl55yo3a4MAmChgSpbT3TIej6OtrQ1+vx/p6ek2mWJkpq6uDjk5OXC5XBbNYpoV+285jVaY8uh2u62HFKMtToHrcrnMepzpcUwHTU1NtXQnpls6J8dMywM+FF6MHnV0dGD48OE2hpycHOTk5Fg9ISMnTOXjMeHzOTk5SE9Pt/olZ7onP7/f7zfB5RSn27ZtQzQaRVtbG+LxOGpray26Go/HLVWTqY/OSTGvB67IUxB0dHTYdeGM2LIekmKGroYU/Owrxs/MiTgFCbehOGhvbzdXRpfLZUKftXhMvQsEAhalpYMqoyqsoYvH42hqakJZWZn1MqOLJOsp6+rqzDWVNZzBYBAdHR2Ix+Nm2EKLfNbVhcNhq1draWmx6zkcDiMrKwsNDQ0oKSkxQeh2uy3KQ8FFIcwoFO+9SCRixhkUa7ymeW8BsFTnRCJhCxuFhYUmHhkRZ8Ta+f1BgVxQUGAiPi0tzVKD2aw7GAxaxJfih1FvHi+OjTWBwWAQ0WjUDFEo2BKJBAoKCgDsiGDW19fbPct7m5E+XpuMwjqPWygUQlZWlqXLcuGE34FNTU1mugIABQUF5qra1NSEnJwc1NbWore3F+vXr0d9fb21dHAah+yJefPm4fHHH8dzzz1nUU8ACIVCJgSdka26ujqEQiHbZmc3Rzo3OrfZ2c2RgpfXelpa2m63ce5jT2PZHax1FkIIMTSQYDvAOBu+cjWZrnk0F+HzAMwQwuv12rYZGRm2gszUPo/HYxNJmnw47fc5cXJOUOkQxwkRa80osiiuXC6XrU6zKa/TSXDTpk02KaTpQjAYtCiP0+qeY+PnYqofnfGcbnicVPJ9OOmnCybH7NzOORGm8ODEh7VVnPynpqaayGLUi69z9rqjYyYnrm63GwcffDBGjBhhjamBHSmSI0aMsMgKoylMSeVxD4fDKCkpgc/ns1Q/Ho9gMIi6ujoTYAAsQkcBwdTUlStXWpTMmXLJiB2vFR5nZzsAii8KdNYRctJOwcFxUXwxegHAzGgojhgJY9ogAIsGRqNRa1TNyTWvW9Z1ccyE1yI/Hyf40WgUXq8XXq/XhIOz/pACBIA14qYwamtrs+PD68O50EFBzuuDCyespeJk2hlhpRlQKBRCfX09SktL7ZqjGOXnoUkHsCOqwbo7unwyPZjiJSsryyJ93AcXSpjmSlFVXV1tUXYAFm13Gs0w9ZHnl4IrFouhpKQEVVVVKCsrs8ULRkdZm8j6WqYPFxcXIysry1KzGc2nUHZ+j3ExhIsZXFCiiRFbB1BMM5rG13s8Huvhx+8DLigxM6C4uBjhcBhbt261c8nIZkZGxi7phbsjkUjgoosuwiOPPIIVK1agvLw86flJkyYhIyMDy5cvx6xZswAA69evR1VVFSoqKgAAFRUVuOGGG8wcCgCWLVsGn89n9X8VFRX429/+lrTvZcuW2T5cLhcmTZqE5cuXY+bMmQB2LLAsX74c8+bN6/dYhBD7DvXLEwOFBNsBhulfrG+hYQMnkYyucJUcgE3QnCmLTDmicUdPT4+lD7EOjBNj1sEAMMEDwJzb2K8rJyfHUpwAWNolJzucOFOYMeLHlfq2tjYzsOB7cmWen5u93Tg2r9eL1tZWS4+jgyIn687+cgBslZ2TL/a9Yh0eJ/XcPwWFM3LIz0lHThqGUDRQjFLosA6ovb0dRxxxBHJzc61+ir3AGLXgRDMtLc0s2tn7qre3F4FAwNJYWRNGEUsBzWjhxo0bMWzYMHPJq62txaZNm1BdXQ0AKCkpsdRBXicUc0ytZGNvii9eBxTHTJtkyhwFDmvT6HTo7HvF9EQuAFAY0K2TAoT1STS5oRBpamqy96DzI8+Tz+dDLBYzB0WanLBNAcUJ6xNp5U8jHLfbbRE4tnugGQfvMbol9vb2IhQKoampyfqrOdNT4/G4pUqyLo4RaQqIQCCQlD7q8Xjs2NIMJScnx87D9u3bTSAzFZriz/l9wAUJHisuDLDmleeKCxZ0l2JaK1NdWWvI64LRWro/chEjPT0dTU1Ndh0zLZH3Ju8DHheKRYor1rUxksvedIyEMjrP8bElBs8Dx8zoNe8P1vf5/X40NTWZyO3q6rKIEqOeTN+tqanB1q1brbYSAA499FCsXbs2yQ7/o5g7dy7uv/9+PProoxatA2D9Mv1+P+bMmYMFCxYgNzcXPp8PF110ESoqKsyVcfr06Rg/fjy++93v4qabbkJtbS2uvPJKzJ071wT7BRdcgDvuuAOXX345zj33XPz973/HQw89hCee+HBCuGDBAsyePRuTJ0/GlClTcNttt6G1tRXnnHOOjWlPYxFCCDH0kWA7wLDXVkpKilnSc+LM1D9OYmkSEYvF4PF4LEUKgEWuuA1T6Zxphs7UNVqGcoJEwwnW+wA7JmKMUjDywIk5V88pEDmx6+joMEMFrvqHQiETIE4reIoYurlRZDmt/FkDx/o3moowZYqugZy48nMyRZIT0/fffx/Dhg1LanFAdzpGMVirx8k0IyqcXHLCWFpaip6eHhQXF2P06NEm5hi9Y9SKK/m0OE8kEtY0mQIyGAyiqakJbW1tyM3NtShNb2+vHVNOhgOBgLVMqK6uxvbt21FfX2+RTwogRmr5mTgBd0ZZOVmnaOPreL0wJZPniMeCPeo4LkbbGMFyRuA4ju3btyMnJwd+vz/pmuV4QqGQpUkyOkaRwDRFim9nCh3TN51RWgAWEeSCACNAvMbYNoDRYYokCk3WPfFYsT0BRU04HLZ0RkaJGe121uqFw2E0NjZaXzj2QAM+NHjhYgRNN5zXGhdquNDACGggELDaTqeIbm5utuhXd3c38vLyEIlELEU6Ho9b7RmNZJxtAvi9wv3l5OSgp6cHq1atQkFBgfWCpLsso5PcD+tXmbbIlN3u7m4TneFw2NIl2detvb0dLS0tKC0ttXvQ5/Ohu7sbkUjEtmeEjbb8bLDN7zd+j/I6/uCDD7Blyxb7jiovL0c0GrVjOXbsWGzdunWP39F33XUXAOC4445Levzee+/F2WefDQC49dZbkZqailmzZqGzsxOVlZX41a9+ZdumpaXh8ccfx4UXXoiKigp4PB7Mnj0b1157rW1TXl6OJ554AvPnz8ftt9+O0tJS3H333aisrLRtzjjjDDQ0NGDRokWora3FxIkT8dRTTyVFCvc0FiGEEJ+cwRJVVR+2A8wVV1yBgoICi4Iw6sOoDidNrE9h1CwWi5mVfHp6OrZv347e3l4UFBQkTbw5gWGqVXd3t6UJMv2JToicKAJIqt+heKTI2TmdjuYbzom2M9riFHV0LeRkjs58jOywGTUnwnT8o5U+x+vxeCziwpqe/Px8W0Xn6nxPT4+JQ6Zkeb1ehMNhcwLkpJWRB0ZGWI/FiFsgEEB5eTny8/NtYl1QUICsrCzbntETCqDGxkb7XIz6UFRSUPI4MvWVQospanV1dXjvvfcQCATQ2NhoNu/8fPwMFB6MCFEkcjLtdPB0CivWPlIgMAWU4+ZxZ60UIz90imRtpdOhkOeAx7mwsNCiG6yLctZmMW2RfcAo0CjkOFnndehyueD1eq1GqbGx0SJFFOx0D2V6Lj8fr+mde/81NjZaWl99fb2dE15jvBZpahOJRMzch9vQBIhOkn19fcjMzExqh5GWlmYNpLkoQXEI7LCLZzS7s7PTzgEXQHhvtbW1YcSIEQBgIphRPNbaMWJcUFBg1zOPEwC7P3ncef9yny6XC+vWrcOwYcPM/Idj5aIGm6lT/DJq2dXVhXfeecfuGRqkAEjq40bRx2g8o6S8Z5xOrRwnzzHvqZycHFtUisfjWL9+vT325ptvorCwEOnp6WhpacHo0aOtfrKzs3OXNEShPmyDAfVh+3yhtMmhw/4WbP39/lWE7QDDSTXFmrP+in2FnD3EmFZHgUABxVoP9oqiKOJqOAvy3W63pZk5I0HsK8X0yaKiInNbY80ZRR6b/QKwiAEjBIxopKWlmVObs48bxRutzDnRpShjDyWmvFFscCJIwxNnSiRd+GgK4vf7rRktsGNyyHSu9PR0NDY2WmSRaaaMqvGzpKamWhQB2FHMP3r0aBOEtOx3u92WJsoV/sbGRqsdcjreUWTyXAQCAUv1ZCoohRXTAHt6erB582bEYjHU1dVZPRujfYyysMk5U/icPcE4weZ1xeuso6PDmkaz5xqFANMSASQZldBYAvjQOp6RmbS0NKvRc4obp7Mlo1AUA4wE9/b2WkNmp5hnZJmRIhpy8Drs6elBfX09amtrUVJSYgKFETj272PElyKGx5lNrRl15nXM8TOVcucUQJfLhYKCAsRisaQ6MwC2ndfrtWuKoojiBoAdY2d9WDweT+oPRit7voZpukytZM0qRXphYaFFumKxmEUfW1tbkyJQNOpwGo4wgsk0VwrTcePGwe/3IxwOW7p2Z2en/aA4WxKw7pDW+ocffjhSU1Ptmi8uLra0UtbYBgIBuwaBDx1dAZiJi7OekgKfIt4p0rOzs7Fp0yY0NzejtrYWRx55pEUfx40bh87OTrz99tvmusnjJ/Y9g2UVWgghPotIsB1gWCP0UWlqWVlZaGpqQiAQsEa2TLniJJ11TxRBrHtj9IuRNKeoYsodJ+AUdpwY0TWS6Xl9fX2IxWKW0sZUP06QWc8EIGnS29HRYVEGwpQzmgAwZY9OiF1dXYhGo5YWBsAiKX6/32y9GYHjsWPqXDQaNddFp6iluQhNJFhvxzEzukVDl9zcXEyYMMFEEfuiRSIRRKNRhEIhi4JR/DpNOrq7u5Gfn2/OkxQOtFdPS0vDBx98gL6+PowePRoALAVxy5YtqK2tRWpqKt5//30AMAMUTk45wWZEg72rKHwpBpz75WOMHlHgsm6NdXgUEXSn4zXBvlmMjjBiyGgb083Y/4yCyeVymZBhumZ+fj5isZgJMwoYZ28tphJSBDKy29PTY7WKXV1dKCgogNvttqgbIza8Xpk2xxYLPO+8NgBYZLqpqQmhUAg9PT0m7p3GKIz4RSIR5OTkJPVd4/XLaCmFGI03SktL0du7o4k8U5JTUlIs4hYIBExEtrW1maBmuwO2H+A9xQUDwuPFhRNnBLyuri7pWuF9TJHOOjIKd4/HY9834XDYFjzYWJyRU74fheuWLVswZswYE8Wsbd22bRtqa2sxduxY+47Izc21yC8Au4dYp+nz+ayWk4tbrLNllJtj5zjYTiEQCGDz5s2WLlhVVYWDDjoItbW1aGpqwubNm03oCiGEEEMJ/XodYLKystDc3Gwirbe313ogcaLGSQkfi0ajVqPCGh/WfDEVjY5pnOA6az8YzWL6E9PPnPb1tACnkyEjN4w+cewtLS1mHR4KhWzfFAJMocvOzkY0GkVvb68ZSNCogUKC7oGMEDEik5uba+0CWOPGz9zU1ITMzExLI6OQZMSGNuds2M0oDQCr1eIY6aBXWFiIvLw8hEIhZGdno7OzE83NzSgqKkJmZiZ8Ph+CwaBFK9gcmVbj3BcNKHJzc22yz8knw9z19fU4/PDDLTqYkZGB7du3IxqNYuPGjUmGMBQCFNAUXowUOd1E+V4ck1PYstEyUyGZNshzR8HJY8cImzMVlzVGbNHAKA0jPBQlzsbSTrMKRuMoFGniwmbQPPfp6emW2sZjxOcZbaZhB81XKFQoeii2eXzZMJ1pqUz1ZI2m2+02ocIIGdN0mcLIfnOMnDlFF/943uPxuEUZuT/nggb3zePCBQxee0znZfsPp0EL98nIGwkGg2b9z0UYphbyXmAaLBd+uKDB6CIXHBhFdLvdqKqqsggmRThr+7ggkZeXh87OTtTU1CA/P98ip6yzZPP3goICtLW1WX81v99vhiRshE5DFbqzsr0CBTzrHNevX4+2tjZLDS8vL0dqaiqqq6ut0XpGRgbee+89+P1+VFVVobGxUYJNCCHEkES/XgeYlJQUFBQU2EQkIyPDHBopJGg8QiHHCWNDQ4NFXVwuV5IQYm0Ki/KdqZU0vWBamsvlsn5Mzto0ThazsrJstds5iayvr7doEQUUV7sZkWDdDCeMwWAwKdriNFZgWij7fPH/Gdlx9qdilIFNk2ntzhRGfg6nOyIFBiN0nKzyuJSXlyMvLw9er9dSBjkhHTNmDHw+X5I7ItMZmc7F96EhAkVMY2MjUlJSzDUxPz/fBMgXv/hFayDOtL/Vq1ebsAY+THdjmhyFOyfujLDStIPXDUUZrdjZ2JoGEC0tLYjFYrZY4HSRZISO5hHhcBh+vx8Akhqh8zjwmNNIxHmtxWIx5Ofn23UFwMQzAIviUVw5RTlTe3nNO6OKfJyRoIyMDNTV1aGsrMxEGK9jXnNMM6U44zVCAcTri+eY1xEAGxP3RXt/phcyKklTEKacOltNOI1tgA+dBtl+oKOjwyJrvF6ZnpiWlmZ9ttra2hCNRk2MU0zz/Zx1irT+z87Otn1TzPM9aKRC0Z6bm2utOyhiu7q6MHz48F1qaukK6zQ3cvbI8/l8Jsr9fr9dx0yN5Bi6urpMVOfk5FhvRrpnMvI8cuRIO9b8botEImhoaEBbWxtGjRqFSCSC7du3w+fzJdUabtq0CbW1tUn1r0IIIcRQQ4LtAEOrcUa3/H6/pQsyosQ6HzqwOVOIuPJMowMANgllDQqjAnl5eWZBTgHDiTxTkdio2u12274ZIWDdCPuJ0Qbf7XajtLTUmtByAsZoCCfYdKKjyGO6JCfVXKl3u902CaUTHD8bIw+5ubmoqalJ2hcnfwUFBRapo3BluhZr8Xi8m5qaUFhYiHHjxtlk2Hn82JOLYo2peoysMKpFoew8Z+yTxn3FYjET0BTn9fX1Fm166623LDWTNVgAbBLsjKDS8IGREEYkKbCBD2vx2tvbkZ6eDp/PZ5P5UCiE7du3m4kD+581NDSgq6sLoVDIUvAYlaRJifO6Yd+vtrY2BIPBpHNFYw8Adq6ZHspWBky7pRGOM+2Xz8diMROJ2dnZ2LJlC3Jzc5OMSVh7xebAbIpOwc7IIACr/aMjKusmeR8x8kZHSQo2psHStbCtrQ05OTnW/42vdZpvOO3raZTC93O5XNaOgCnITN9kjRXTEFk3ykbgvKad1zKPIwU7sMOEhBEz1mvxGgZgCxIlJSVJ70UxyEbaLS0tdv0xwsWFE6egjsVi1pR8ZyHmdFClMYrTwt9pWMJrOhAI2Ha9vb2YOHGiuefynNTU1ADYUb9XU1OD7du322eiWE1JSUFTU5Nd684IsxD7EtXuCSEOBBJsBxiKJ/YjovkDJ5h0MmN9GQVeV1cXfD6fbc/JotfrRWZmJqqrq5MaPbe1tVnaElfHmUbV3NxsgoqTMAAmUJgq5ff7kyz3ORljA1uKCNb0+P1+i/SwZ5TX67VJIiNqTAHz+/2Wztbb24tIJGLRH74XP6sz+uDz+Szdbvv27UkpbxSYnODRkZKT+0mTJuHll19GR0cHYrEYCgsLLfrB2iq2WgCQFDngeSAU0c4Gz/F43KKhNLBg3zmm7K1duzap557H47EIG23YaWLidOhkvRmNORgpckYWnU6eFE3d3d2oqqpKMrphmhw/J68NRjsLCgrsXDhTBSm4uB/nAgBr0BitpFMoBR97ajH6w+hWZ2cnhg0bhtTUVHR0dCTVXAJAXl4e/H4/GhsbbcIdCARMrFD8scaR/08hRmdS1htyEYN1YRT+PL4cx4QJE6xHIY9zPB5Hfn6+HTMKR7fbjdbWVjPCYJ1qLBaziCMXGWKxmF1zjGI7m0WzmTrruerr6y3NmDVu7G/I+4/OlWlpaYhEIrZowOuGKY68P3ldM6JKQVtfX2/njtc4zUYoztkjsru728Q7AIvSckzhcNgMQ3isGZnjdwYjbEx3dPaBZI0h0ya3bNliiwgNDQ1wu92YMGECXnnlFXR0dGDMmDFYt26dRd6bm5strZSRQ17vQgghxFBCgu0A46wxYRSlvb0dXq8XPp8PLS0tlm7FqAHNFZwTy2AwaFEwRshcLpfZibNnFFfX+T6MijHN0dknjWYlTGlihIOPM+2xrq7OJoycBHFyTZHAtDRgR1QLgEUM6VTJFXZOdJlKlpKSgmg0muS6SOHH6ElhYaHVvXASXFhYaFEuisxIJAK/349JkybB5/OhsbERU6dONedKAEmmHT6fz8ZFsQzAhBNTA5lmyYbK2dnZiEQi6OnpQTQaRWFhITo7O81Ao6enBytWrLBIBM0kOPFlbzxnjzEKak7EORkGYDVn7HvFY81ICyfIPGesK6Jwz8zMtIgaI0r8L1Pw6MbnjNYx+haPx5MEI0WGszaOtvRM96WY4TFlo+OUlBRL96Wo4HXO40EB43QzZC87nmtGqdnagaKwr68Pw4YNQywWs3pHRut4ndF1lGP0eDwIh8N23zCV1+PxoKGhAT09PRYF8/v95ppJMw7WHtKUpaOjw8QmzwvTJfk5+b1QVFRkopURVN4LTGnmPcl2ArFYzM6/U6zxXmtoaLC0SbqLxmIxHHTQQUn1lzy+zug6U2Cdadd+v9+ubwpJRgvj8TjcbjeKiorMQbWlpQXRaDTpO4PXYjgcTrqXKcL7+vpQUFCA1tZWaz8RiUSwdetWlJaWYuTIkXjhhRfg9XpRWlpqPQrZnJz7yMrKskWoioqKff6dLj67yGpfCDFYkGA7wMyfP3+ghyD2EWVlZR/775055phj9udwhBBCCPE5Qim5nx8k2IQQQgjxuULRMzGQDLbrT8Jv8CPBJoQQQgixnxhsk3MhxA6G0r2ZOtADEEIIIYQQQgixeyTYhBBCCCGEEGKQopRIIYQQQgw4+6qOZiilOQkh9g+fte8BCTYhhBBCCCHEfmdPQkqLMrtHgk0IIYQQ+519Mcn6PE7UhBBCNWxCCCGEEEIIMUhRhE0IIYQQQggx4CiKvnsk2IQQQgghhBCfComt/YcEmxBCCCGEEOIjkRgbWFTDJoQQQgghhBCDFEXYhBBCCCGE+AyiyNhnA0XYhBBCCCGEEGKQIsEmhBBCCCGEEIMUCTYhhBBCCCGEGKRIsAkhhBBCCCHEIEWCTQghhBBCCCEGKRJsQgghhBBCCDFIkWATQgghhBBCiEGKBJsQQgghhBBCDFIk2IQQQgghhBBikCLBJoQQQgghhBCDFAk2IYQQQgghhBikSLAJIYQQQgghxCBFgk0IIYQQQgghBikSbEIIIYQQQggxSJFgE0IIIYQQQohBigSbEEIIIYQQQgxSJNiEEEIIIYQQYpAiwSaEEEIIIYQQgxQJNiGEEEIIIYQYpEiwCSGEEEIIIcQgRYJNCCGEEEIIIQYpEmxCCCGEEEIIMUiRYBNCCCGEEEKIQYoEmxBCCCGEEEIMUiTYhBBCCCGEEGKQIsEmhBBCCCGEEIMUCTYhhBBCCCGEGKRIsAkhhBBCCCHEIEWCTQghhBBCCCEGKRJsQgghhBBCCDFIkWATQgghhBBCiEGKBJsQQgghhBBCDFIk2IQQQgghhBBikCLBJoQQQgghhBCDFAk2IYQQQgghhBikSLAJIYQQQgghxCBFgk0IIYQQQgghBikSbEIIIYQQQggxSJFgE0IIIYQQQohBigSbEEIIMcS58847MXLkSGRlZWHq1Kl46aWXBnpIQggh9hESbEIIIcQQ5sEHH8SCBQtw1VVX4dVXX8WECRNQWVmJ+vr6gR6aEEKIfYAEmxBCCDGEueWWW3D++efjnHPOwfjx47FkyRK43W787ne/G+ihCSGE2AekD/QAhBBCCPHJ6Orqwpo1a7Bw4UJ7LDU1FdOmTcPq1at3+5rOzk50dnbav6PRKAAgFot94nH0dbZ94tcKIcRQ5tN8d/K1iUTiY7eTYBNCCCGGKI2Njejt7UVRUVHS40VFRVi3bt1uX7N48WJcc801uzxeVla2X8YohBCfZfy3ffp9xONx+P3+j3xegk0IIYT4HLFw4UIsWLDA/t3X14empibk5eUhJSXlU+8/FouhrKwMW7duhc/n+9T7OxAMtTEPtfECQ2/MGu/+Z6iNeX+MN5FIIB6Po6Sk5GO3k2ATQgghhij5+flIS0tDXV1d0uN1dXUIhUK7fU1mZiYyMzOTHgsEAvt8bD6fb0hMwpwMtTEPtfECQ2/MGu/+Z6iNeV+P9+Mia0SmI0IIIcQQxeVyYdKkSVi+fLk91tfXh+XLl6OiomIARyaEEGJfoQibEEIIMYRZsGABZs+ejcmTJ2PKlCm47bbb0NrainPOOWeghyaEEGIfIMEmhBBCDGHOOOMMNDQ0YNGiRaitrcXEiRPx1FNP7WJEcqDIzMzEVVddtUva5WBmqI15qI0XGHpj1nj3P0NtzAM53pTEnnwkhRBCCCGEEEIMCKphE0IIIYQQQohBigSbEEIIIYQQQgxSJNiEEEIIIYQQYpAiwSaEEEIIIYQQgxQJNiGEEELsM+68806MHDkSWVlZmDp1Kl566aWBHtJuufrqq5GSkpL0N3bs2IEeVhLPPfccTj31VJSUlCAlJQX/+7//m/R8IpHAokWLUFxcjOzsbEybNg0bNmwYmMFiz+M9++yzdznmJ5100sAMFsDixYtx5JFHIicnB4WFhZg5cybWr1+ftE1HRwfmzp2LvLw8eL1ezJo1a5dG9QeS/oz5uOOO2+U4X3DBBQMy3rvuuguHH364NZuuqKjAk08+ac8PtuML7HnMA3F8JdiEEEIIsU948MEHsWDBAlx11VV49dVXMWHCBFRWVqK+vn6gh7ZbDjnkENTU1Njf888/P9BDSqK1tRUTJkzAnXfeudvnb7rpJvziF7/AkiVL8OKLL8Lj8aCyshIdHR0HeKQ72NN4AeCkk05KOuYPPPDAARxhMitXrsTcuXPxwgsvYNmyZeju7sb06dPR2tpq28yfPx+PPfYYHn74YaxcuRLV1dU47bTTBvWYAeD8889POs433XTTgIy3tLQUN954I9asWYNXXnkFX/3qV/GNb3wDb7/9NoDBd3z7M2ZgAI5vQgghhBBiHzBlypTE3Llz7d+9vb2JkpKSxOLFiwdwVLvnqquuSkyYMGGgh9FvACQeeeQR+3dfX18iFAolfv7zn9tjkUgkkZmZmXjggQcGYITJ7DzeRCKRmD17duIb3/jGgIynP9TX1ycAJFauXJlIJHYcz4yMjMTDDz9s27z77rsJAInVq1cP1DCT2HnMiUQiceyxxyZ+9KMfDdyg9kAwGEzcfffdQ+L4Eo45kRiY46sImxBCCCE+NV1dXVizZg2mTZtmj6WmpmLatGlYvXr1AI7so9mwYQNKSkowatQonHXWWaiqqhroIfWbzZs3o7a2Nul4+/1+TJ06ddAebwBYsWIFCgsLMWbMGFx44YUIh8MDPSQjGo0CAHJzcwEAa9asQXd3d9IxHjt2LIYPHz5ojvHOYyZ//OMfkZ+fj0MPPRQLFy5EW1vbQAwvid7eXvzpT39Ca2srKioqhsTx3XnM5EAf3/T9unchhBBCfC5obGxEb28vioqKkh4vKirCunXrBmhUH83UqVOxdOlSjBkzBjU1Nbjmmmvw5S9/GW+99RZycnIGenh7pLa2FgB2e7z53GDjpJNOwmmnnYby8nJs3LgRV1xxBU4++WSsXr0aaWlpAzq2vr4+XHLJJTj66KNx6KGHAthxjF0uFwKBQNK2g+UY727MAPDtb38bI0aMQElJCd544w38+Mc/xvr16/GXv/xlQMb55ptvoqKiAh0dHfB6vXjkkUcwfvx4rF27dtAe348aMzAwx1eCTQghhBCfO04++WT7/8MPPxxTp07FiBEj8NBDD2HOnDkDOLLPLt/61rfs/w877DAcfvjhOOigg7BixQqccMIJAzgyYO7cuXjrrbcGXR3jx/FRY/7+979v/3/YYYehuLgYJ5xwAjZu3IiDDjroQA8TY8aMwdq1axGNRvHnP/8Zs2fPxsqVKw/4OPaGjxrz+PHjB+T4KiVSCCGEEJ+a/Px8pKWl7eLwVldXh1AoNECj6j+BQABf+MIX8P777w/0UPoFj+lQPd4AMGrUKOTn5w/4MZ83bx4ef/xx/OMf/0Bpaak9HgqF0NXVhUgkkrT9YDjGHzXm3TF16lQAGLDj7HK5MHr0aEyaNAmLFy/GhAkTcPvttw/q4/tRY94dB+L4SrAJIYQQ4lPjcrkwadIkLF++3B7r6+vD8uXLk2o/BistLS3YuHEjiouLB3oo/aK8vByhUCjpeMdiMbz44otD4ngDwLZt2xAOhwfsmCcSCcybNw+PPPII/v73v6O8vDzp+UmTJiEjIyPpGK9fvx5VVVUDdoz3NObdsXbtWgAYNNd2X18fOjs7B+Xx/Sg45t1xII6vUiKFEEIIsU9YsGABZs+ejcmTJ2PKlCm47bbb0NrainPOOWegh7YLl156KU499VSMGDEC1dXVuOqqq5CWloYzzzxzoIdmtLS0JK3ab968GWvXrkVubi6GDx+OSy65BNdffz0OPvhglJeX4z/+4z9QUlKCmTNnDrrx5ubm4pprrsGsWbMQCoWwceNGXH755Rg9ejQqKysHZLxz587F/fffj0cffRQ5OTlWN+X3+5GdnQ2/3485c+ZgwYIFyM3Nhc/nw0UXXYSKigocddRRg3LMGzduxP33349TTjkFeXl5eOONNzB//nx85StfweGHH37Ax7tw4UKcfPLJGD58OOLxOO6//36sWLECTz/99KA8vnsa84Ad3wPqSSmEEEKIzzS//OUvE8OHD0+4XK7ElClTEi+88MJAD2m3nHHGGYni4uKEy+VKDBs2LHHGGWck3n///YEeVhL/+Mc/EgB2+Zs9e3Yikdhh7f8f//EfiaKiokRmZmbihBNOSKxfv35QjretrS0xffr0REFBQSIjIyMxYsSIxPnnn5+ora0dsPHubqwAEvfee69t097envjhD3+YCAaDCbfbnfi3f/u3RE1NzaAdc1VVVeIrX/lKIjc3N5GZmZkYPXp04rLLLktEo9EBGe+5556bGDFiRMLlciUKCgoSJ5xwQuKZZ56x5wfb8U0kPn7MA3V8UxKJRGL/yUEhhBBCCCGEEJ8U1bAJIYQQQgghxCBFgk0IIYQQQgghBikSbEIIIYQQQggxSJFgE0IIIYQQQohBigSbEEIIIYQQQgxSJNiEEEIIIYQQYpAiwSaEEEIIIYQQgxQJNiGEEEIIIYQYpEiwCSGEEEKIQcnZZ5+NmTNn7vf3WbFiBVJSUhCJRPb7ewmxt0iwCSGEEEKIvWb16tVIS0vDjBkzBnooH8txxx2HlJQU+ysqKsI3v/lNfPDBB7bNl770JdTU1MDv9w/gSIXYPRJsQgghhBBir7nnnntw0UUX4bnnnkN1dfVAD+djOf/881FTU4Pq6mo8+uij2Lp1K77zne/Y8y6XC6FQCCkpKQM4SiF2jwSbEEIIIYTYK1paWvDggw/iwgsvxIwZM7B06dKk55liuHz5ckyePBlutxtf+tKXsH79+qTtrr/+ehQWFiInJwfnnXcefvKTn2DixIkf+b59fX1YvHgxysvLkZ2djQkTJuDPf/7zHsfrdrsRCoVQXFyMo446CvPmzcOrr766y3iZErl06VIEAgE8/fTTGDduHLxeL0466STU1NQkvWbKlCnweDwIBAI4+uijk6J2QuwrJNiEEEIIIcRe8dBDD2Hs2LEYM2YMvvOd7+B3v/sdEonELtv99Kc/xc0334xXXnkF6enpOPfcc+25P/7xj7jhhhvwn//5n1izZg2GDx+Ou+6662Pfd/Hixfj973+PJUuW4O2338b8+fPxne98BytXruz32JuamvDQQw9h6tSpH7tdW1sb/uu//gv//d//jeeeew5VVVW49NJLAQA9PT2YOXMmjj32WLzxxhtYvXo1vv/97ytCJ/YL6QM9ACGEEEIIMbS45557LKXwpJNOQjQaxcqVK3HcccclbXfDDTfg2GOPBQD85Cc/wYwZM9DR0YGsrCz88pe/xJw5c3DOOecAABYtWoRnnnkGLS0tu33Pzs5O/OxnP8Ozzz6LiooKAMCoUaPw/PPP49e//rW9z+741a9+hbvvvhuJRAJtbW34whe+gKeffvpjP2N3dzeWLFmCgw46CAAwb948XHvttQCAWCyGaDSKr33ta/b8uHHjPnZ/QnxSFGETQgghhBD9Zv369XjppZdw5plnAgDS09Nxxhln4J577tll28MPP9z+v7i4GABQX19v+5kyZUrS9jv/28n777+PtrY2nHjiifB6vfb3+9//Hhs3bvzYMZ911llYu3YtXn/9dTz//PMYPXo0pk+fjng8/pGvcbvdJsY4fo49NzcXZ599NiorK3Hqqafi9ttvT0qXFGJfogibEEIIIYToN/fccw96enpQUlJijyUSCWRmZuKOO+5IclrMyMiw/2e6YF9f3yd6X0bennjiCQwbNizpuczMzI99rd/vx+jRowEAo0ePxj333IPi4mI8+OCDOO+883b7GufYOX5n2ue9996Liy++GE899RQefPBBXHnllVi2bBmOOuqovf5sQnwcirAJIYQQQoh+0dPTg9///ve4+eabsXbtWvt7/fXXUVJSggceeKDf+xozZgxefvnlpMd2/reT8ePHIzMzE1VVVRg9enTSX1lZ2V59jrS0NABAe3v7Xr1uZ774xS9i4cKFWLVqFQ499FDcf//9n2p/QuwORdiEEEIIIUS/ePzxx9Hc3Iw5c+bs0rNs1qxZuOeee3DBBRf0a18XXXQRzj//fEyePBlf+tKX8OCDD+KNN97AqFGjdrt9Tk4OLr30UsyfPx99fX045phjEI1G8a9//Qs+nw+zZ8/+yPdqa2tDbW0tAKCurg7XXXcdsrKyMH369H5+8mQ2b96M3/zmN/j617+OkpISrF+/Hhs2bMD3vve9T7Q/IT4OCTYhhBBCCNEv7rnnHkybNm23DaZnzZqFm266CW+88Ua/9nXWWWdh06ZNuPTSS9HR0YH/9//+H84++2y89NJLH/ma6667DgUFBVi8eDE2bdqEQCCAI444AldcccXHvtdvf/tb/Pa3vwUABINBHH744fjb3/6GMWPG9GusO+N2u7Fu3Trcd999CIfDKC4uxty5c/GDH/zgE+1PiI8jJbE7D1YhhBBCCCEOMCeeeCJCoRD++7//e6CHIsSgQRE2IYQQQghxwGlra8OSJUtQWVmJtLQ0PPDAA3j22WexbNmygR6aEIMKRdiEEEIIIcQBp729Haeeeipee+01dHR0YMyYMbjyyitx2mmnDfTQhBhUSLAJIYQQQgghxCBFtv5CCCGEEEIIMUiRYBNCCCGEEEKIQYoEmxBCCCGEEEIMUiTYhNhLUlJScPXVV++Xfa9YsQIpKSn485//vF/2v6857rjjcNxxxw30MIQQ4nOPfps+RL9N4rOGBJv43LN06VKkpKQk/RUWFuL444/Hk08+OdDD6zdbt27FNddcgylTpiAYDCI/Px/HHXccnn322X69fk8/yGeffTa8Xu+nHueqVatw9dVXIxKJfOp9CSHEZ5XPym9Te3s75syZg0MPPRR+vx9erxcTJkzA7bffju7u7j2+Xr9NQqgPmxDGtddei/LyciQSCdTV1WHp0qU45ZRT8Nhjj+FrX/vaQA9vjzz66KP4z//8T8ycOROzZ89GT08Pfv/73+PEE0/E7373O5xzzjn7/D2feeaZvX7NqlWrcM011+Dss89GIBDY52MSQojPEkP9t6m9vR1vv/02TjnlFIwcORKpqalYtWoV5s+fjxdffBH333//Pn9P/TaJzxoSbEL8HyeffDImT55s/54zZw6KiorwwAMPDIkfxeOPPx5VVVXIz8+3xy644AJMnDgRixYt2i+CzeVy7fN97m9aW1vh8XgGehhCCNEvhvpvU25uLl544YWkxy644AL4/X7ccccduOWWWxAKhfbpe+q3SXzWUEqkEB9BIBBAdnY20tP3vK7x2muv4eSTT4bP54PX68UJJ5ywyw8UAEQiEcyfPx8jR45EZmYmSktL8b3vfQ+NjY0fue/Ozk587Wtfg9/vx6pVqz5yu0MOOSRJrAFAZmYmTjnlFGzbtg3xeHyPn2Nv2V2dwC9/+UsccsghcLvdCAaDmDx5sq2gXn311bjssssAAOXl5Zbms2XLFgBAT08PrrvuOhx00EHIzMzEyJEjccUVV6CzszPpPfr6+nD11VejpKQEbrcbxx9/PN555x2MHDkSZ599tm3HlKKVK1fihz/8IQoLC1FaWgoA+OCDD/DDH/4QY8aMQXZ2NvLy8vDNb37TxrLzPp5//nlcfPHFKCgoQCAQwA9+8AN0dXUhEonge9/7HoLBIILBIC6//HKovaUQYn8x1H6bPoqRI0fae+9r9Nuk36bPGoqwCfF/RKNRNDY2IpFIoL6+Hr/85S/R0tKC73znOx/7urfffhtf/vKX4fP5cPnllyMjIwO//vWvcdxxx2HlypWYOnUqAKClpQVf/vKX8e677+Lcc8/FEUccgcbGRvz1r3/Ftm3bdhFbwI5Ukm984xt45ZVX8Oyzz+LII4/c689VW1sLt9sNt9vdr+3j8fhuf6R3/mHaHb/97W9x8cUX4/TTT8ePfvQjdHR04I033sCLL76Ib3/72zjttNPw3nvv4YEHHsCtt95qn7mgoAAAcN555+G+++7D6aefjn//93/Hiy++iMWLF+Pdd9/FI488Yu+zcOFC3HTTTTj11FNRWVmJ119/HZWVlejo6NjtuH74wx+ioKAAixYtQmtrKwDg5ZdfxqpVq/Ctb30LpaWl2LJlC+666y4cd9xxeOedd3Y5XhdddBFCoRCuueYavPDCC/jNb36DQCCAVatWYfjw4fjZz36Gv/3tb/j5z3+OQw89FN/73vf6dbyFEOLj+Kz8NnV1dSEWi6G9vR2vvPIK/uu//gsjRozA6NGj+3Uc9Nuk36bPNQkhPufce++9CQC7/GVmZiaWLl26y/YAEldddZX9e+bMmQmXy5XYuHGjPVZdXZ3IyclJfOUrX7HHFi1alACQ+Mtf/rLLPvv6+hKJRCLxj3/8IwEg8fDDDyfi8Xji2GOPTeTn5ydee+21T/TZNmzYkMjKykp897vf3eO2fO+P+/N4PEmvOfbYYxPHHnus/fsb3/hG4pBDDvnY9/n5z3+eAJDYvHlz0uNr165NAEicd955SY9feumlCQCJv//974lEIpGora1NpKenJ2bOnJm03dVXX50AkJg9e7Y9xnN7zDHHJHp6epK2b2tr22Vsq1evTgBI/P73v99lH5WVlXaeEolEoqKiIpGSkpK44IIL7LGenp5EaWlp0jERQohPwmftt+mBBx5I+hyTJ09OvPHGG3t8nX6b9NskEgmlRArxf9x5551YtmwZli1bhj/84Q84/vjjcd555+Evf/nLR76mt7cXzzzzDGbOnIlRo0bZ48XFxfj2t7+N559/HrFYDADwP//zP5gwYQL+7d/+bZf9pKSkJP07Go1i+vTpWLduHVasWIGJEyfu9edpa2vDN7/5TWRnZ+PGG2/s9+sWLVpkx8H5N3369D2+NhAIYNu2bXj55Zf3erx/+9vfAAALFixIevzf//3fAQBPPPEEAGD58uXo6enBD3/4w6TtLrrooo/c9/nnn4+0tLSkx7Kzs+3/u7u7EQ6HMXr0aAQCAbz66qu77GPOnDlJ52nq1KlIJBKYM2eOPZaWlobJkydj06ZNH/tZhRCiv3xWfpuOP/54LFu2DA8//DAuuOACZGRkWFSpP+i3Sb9Nn2eUEinE/zFlypSkwu4zzzwTX/ziFzFv3jx87Wtf220Rc0NDA9ra2jBmzJhdnhs3bhz6+vqwdetWHHLIIdi4cSNmzZrVr7Fccskl6OjowGuvvYZDDjlkrz9Lb28vvvWtb+Gdd97Bk08+iZKSkn6/9rDDDsO0adN2efwPf/jDHl/74x//GM8++yymTJmC0aNHY/r06fj2t7+No48+eo+v/eCDD5CamrpLekwoFEIgEMAHH3xg2wHYZbvc3FwEg8Hd7ru8vHyXx9rb27F48WLce++92L59e1JufzQa3WX74cOHJ/3b7/cDAMrKynZ5vLm5ebfjEEKIveWz8ttUVFSEoqIiAMDpp5+On/3sZzjxxBOxYcOGfpmO6LdJv02fZxRhE+IjSE1NxfHHH4+amhps2LDhgL73N77xDSQSCdx4443o6+vb69eff/75ePzxx7F06VJ89atf3Q8j3D3jxo3D+vXr8ac//QnHHHMM/ud//gfHHHMMrrrqqn7vY+cV3X2Bc8WSXHTRRbjhhhvw//7f/8NDDz2EZ555BsuWLUNeXt5uj/nOq6Af93hChd1CiP3EUP5tcnL66aejpaUFjz766D4a3Uej36Yd6Ldp6KIImxAfQ09PD4AdRdm7o6CgAG63G+vXr9/luXXr1iE1NdVWuQ466CC89dZb/XrfmTNnYvr06Tj77LORk5ODu+66q99jvuyyy3Dvvffitttuw5lnntnv1+0rPB4PzjjjDJxxxhno6urCaaedhhtuuAELFy5EVlbWR/7ojRgxAn19fdiwYQPGjRtnj9fV1SESiWDEiBG2HQC8//77SauT4XB4r1YP//znP2P27Nm4+eab7bGOjg41TRVCDHqG4m/TzrS3twPYfdRof6DfJjGUUYRNiI+gu7sbzzzzDFwuV9KXtJO0tDRMnz4djz76aJLlbl1dHe6//34cc8wx8Pl8AIBZs2bh9ddfT3KUIrtb9fre976HX/ziF1iyZAl+/OMf92vMP//5z/Ff//VfuOKKK/CjH/2oX6/Zl4TD4aR/u1wujB8/HolEAt3d3QBgfWZ2/vE55ZRTAAC33XZb0uO33HILAGDGjBkAgBNOOAHp6em7TBTuuOOOvRprWlraLsf9l7/8JXp7e/dqP0IIcSAZar9NdLjcmbvvvhsAktI99xf6bRJDHUXYhPg/nnzySaxbtw4AUF9fj/vvvx8bNmzAT37yE/th2x3XX389li1bhmOOOQY//OEPkZ6ejl//+tfo7OzETTfdZNtddtll+POf/4xvfvObOPfcczFp0iQ0NTXhr3/9K5YsWYIJEybssu958+YhFovhpz/9Kfx+P6644oqPHMcjjzyCyy+/HAcffDDGjRu3S17/iSeeaPUD+4vp06cjFArh6KOPRlFREd59913ccccdmDFjBnJycgAAkyZNAgD89Kc/xbe+9S1kZGTg1FNPxYQJEzB79mz85je/QSQSwbHHHouXXnoJ9913H2bOnInjjz8ewI46iB/96Ee4+eab8fWvfx0nnXQSXn/9dTz55JPIz8/vd9rK1772Nfz3f/83/H4/xo8fj9WrV+PZZ59FXl7e/jk4QgjxCRjqv01/+MMfsGTJEjNAicfjePrpp7Fs2TKceuqpByRtX79NYqgjwSbE/7Fo0SL7/6ysLIwdOxZ33XUXfvCDH3zs6w455BD885//xMKFC7F48WL09fVh6tSp+MMf/mB9bgDA6/Xin//8J6666io88sgjuO+++1BYWIgTTjjBGmbujiuuuALRaNR+GOfOnbvb7V5//XUAwIYNG/Dd7353l+f/8Y9/7HfB9oMf/AB//OMfccstt6ClpQWlpaW4+OKLceWVV9o2Rx55JK677josWbIETz31FPr6+rB582Z4PB7cfffdGDVqFJYuXYpHHnkEoVAICxcu3KXO4D//8z/hdrvx29/+Fs8++ywqKirwzDPP4JhjjkFWVla/xnr77bcjLS0Nf/zjH9HR0YGjjz4azz77LCorK/fpMRFCiE/DUP9tOuaYY7Bq1So88MADqKurQ3p6OsaMGYNbbrnlYx0U9yX6bRJDnZSEKhCFEJ8BIpEIgsEgrr/+evz0pz8d6OEIIYQQ+m0S+wTVsAkhhhwsVnfC+oLjjjvuwA5GCCGEgH6bxP5DKZFCiCHHgw8+iKVLl+KUU06B1+vF888/jwceeADTp0/vV18dIYQQYl+j3yaxv5BgE0IMOQ4//HCkp6fjpptuQiwWs2Lv66+/fqCHJoQQ4nOKfpvE/kI1bEIIIYQQQggxSFENmxBCCCGEEEIMUiTYhBBCCCGEEGKQohq2A0hfXx+qq6uRk5PT7waKQgghPj2JRALxeBwlJSVITdVapRP9NgkhxMDQ398mCbYDSHV1NcrKygZ6GEII8bll69atH9sM+POIfpuEEGJg2dNvkwTbASQnJwfAjpPi8/kGeDRCCPH5IRaLoayszL6HxYfot0kIIQaG/v42SbAdQJhq4vP59KMohBADgFL+dkW/TUIIMbDs6bdJifxCCCGEEEIIMUiRYBNCCCGEEEKIQYoEmxBCCCGEEEIMUiTYhBBCCCGEEGKQIsEmhBBCCCGEEIMUCTYhhBBCCCGEGKRIsAkhhBBCCCHEIEWCTQghhBBCCCEGKRJsQgghhBBCCDFIkWATQgghhBBCiEGKBJsQQgghhBBCDFIk2IQQQgghhBBikCLBJoQQQgghhBCDlPSBHoAQYv8z8idP7HGbLTfOOAAjEUIIsTP6jhZCfByKsAkhhBBCCCHEIEWCTQghhBBCCCEGKRJsQgghhBBCCDFIkWATQgghhBBCiEGKBJsQQgghhBBCDFIk2IQQQgghhBBikCLBJoQQQgghhBCDFAk2IYQQQgghhBikqHG2EEIIIT4VavwshBD7D0XYhBBCCCGEEGKQIsEmhBBCCCGEEIMUCTYhhBBCCCGEGKRIsAkhhBBCCCHEIEWCTQghhBBCCCEGKRJsQgghhBBCCDFIGXDBtn37dnznO99BXl4esrOzcdhhh+GVV16x5xOJBBYtWoTi4mJkZ2dj2rRp2LBhQ9I+mpqacNZZZ8Hn8yEQCGDOnDloaWlJ2uaNN97Al7/8ZWRlZaGsrAw33XTTLmN5+OGHMXbsWGRlZeGwww7D3/72t6Tn+zMWIYQQQgghhNhXDKhga25uxtFHH42MjAw8+eSTeOedd3DzzTcjGAzaNjfddBN+8YtfYMmSJXjxxRfh8XhQWVmJjo4O2+ass87C22+/jWXLluHxxx/Hc889h+9///v2fCwWw/Tp0zFixAisWbMGP//5z3H11VfjN7/5jW2zatUqnHnmmZgzZw5ee+01zJw5EzNnzsRbb721V2MRQgghhBBCiH1FSiKRSAzUm//kJz/Bv/71L/zzn//c7fOJRAIlJSX493//d1x66aUAgGg0iqKiIixduhTf+ta38O6772L8+PF4+eWXMXnyZADAU089hVNOOQXbtm1DSUkJ7rrrLvz0pz9FbW0tXC6Xvff//u//Yt26dQCAM844A62trXj88cft/Y866ihMnDgRS5Ys6ddY9kQsFoPf70c0GoXP5/vkB06IvURNbcXnHX3/fjT74tjoO+bToeMnxOeT/n7/DmiE7a9//SsmT56Mb37zmygsLMQXv/hF/Pa3v7XnN2/ejNraWkybNs0e8/v9mDp1KlavXg0AWL16NQKBgIk1AJg2bRpSU1Px4osv2jZf+cpXTKwBQGVlJdavX4/m5mbbxvk+3Ibv05+x7ExnZydisVjSnxBCCCGEEEL0lwEVbJs2bcJdd92Fgw8+GE8//TQuvPBCXHzxxbjvvvsAALW1tQCAoqKipNcVFRXZc7W1tSgsLEx6Pj09Hbm5uUnb7G4fzvf4qG2cz+9pLDuzePFi+P1++ysrK9vTIRFCCCGEEEIIY0AFW19fH4444gj87Gc/wxe/+EV8//vfx/nnn48lS5YM5LD2GQsXLkQ0GrW/rVu3DvSQhBBCCCGEEEOIARVsxcXFGD9+fNJj48aNQ1VVFQAgFAoBAOrq6pK2qaurs+dCoRDq6+uTnu/p6UFTU1PSNrvbh/M9Pmob5/N7GsvOZGZmwufzJf0JIYQQQgghRH8ZUMF29NFHY/369UmPvffeexgxYgQAoLy8HKFQCMuXL7fnY7EYXnzxRVRUVAAAKioqEIlEsGbNGtvm73//O/r6+jB16lTb5rnnnkN3d7dts2zZMowZM8YcKSsqKpLeh9vwffozFiGEEEIIIYTYlwyoYJs/fz5eeOEF/OxnP8P777+P+++/H7/5zW8wd+5cAEBKSgouueQSXH/99fjrX/+KN998E9/73vdQUlKCmTNnAtgRkTvppJNw/vnn46WXXsK//vUvzJs3D9/61rdQUlICAPj2t78Nl8uFOXPm4O2338aDDz6I22+/HQsWLLCx/OhHP8JTTz2Fm2++GevWrcPVV1+NV155BfPmzev3WIQQQgghhBBiX5I+kG9+5JFH4pFHHsHChQtx7bXXory8HLfddhvOOuss2+byyy9Ha2srvv/97yMSieCYY47BU089haysLNvmj3/8I+bNm4cTTjgBqampmDVrFn7xi1/Y836/H8888wzmzp2LSZMmIT8/H4sWLUrq1falL30J999/P6688kpcccUVOPjgg/G///u/OPTQQ/dqLEIIIYQQQgixrxjQPmyfN9QHSAwU6vEjPu/o+/ejUR+2gUfHT4jPJ0OiD5sQQgghhBBCiI9Ggk0IIYT4CG688UarYSYdHR2YO3cu8vLy4PV6MWvWrF0chKuqqjBjxgy43W4UFhbisssuQ09PT9I2K1aswBFHHIHMzEyMHj0aS5cu3eX977zzTowcORJZWVmYOnUqXnrppaTn+zMWIYQQQxsJNiGEEGI3vPzyy/j1r3+Nww8/POnx+fPn47HHHsPDDz+MlStXorq6Gqeddpo939vbixkzZqCrqwurVq3Cfffdh6VLl2LRokW2zebNmzFjxgwcf/zxWLt2LS655BKcd955ePrpp22bBx98EAsWLMBVV12FV199FRMmTEBlZWVSK5s9jUUIIcTQR4JNCCGE2ImWlhacddZZ+O1vf2vtXwAgGo3innvuwS233IKvfvWrmDRpEu69916sWrUKL7zwAgDgmWeewTvvvIM//OEPmDhxIk4++WRcd911uPPOO9HV1QUAWLJkCcrLy3HzzTdj3LhxmDdvHk4//XTceuut9l633HILzj//fJxzzjkYP348lixZArfbjd/97nf9Hsvu6OzsRCwWS/oTQggxeJFgE0IIIXZi7ty5mDFjBqZNm5b0+Jo1a9Dd3Z30+NixYzF8+HCsXr0aALB69WocdthhKCoqsm0qKysRi8Xw9ttv2zY777uystL20dXVhTVr1iRtk5qaimnTptk2/RnL7li8eDH8fr/9lZWV7dWxEUIIcWCRYBNCCCEc/OlPf8Krr76KxYsX7/JcbW0tXC4XAoFA0uNFRUWora21bZxijc/zuY/bJhaLob29HY2Njejt7d3tNs597Gksu2PhwoWIRqP2t3Xr1o/cVgghxMAzoH3YhBBCiMHE1q1b8aMf/QjLli37zPbYzMzMRGZm5kAPQwghRD9RhE0IIYT4P9asWYP6+nocccQRSE9PR3p6OlauXIlf/OIXSE9PR1FREbq6uhCJRJJeV1dXh1AoBAAIhUK7ODXy33vaxufzITs7G/n5+UhLS9vtNs597GksQgghhj4SbEIIIcT/ccIJJ+DNN9/E2rVr7W/y5Mk466yz7P8zMjKwfPlye8369etRVVWFiooKAEBFRQXefPPNJDfHZcuWwefzYfz48baNcx/chvtwuVyYNGlS0jZ9fX1Yvny5bTNp0qQ9jkUIIcTQRymRQgghxP+Rk5ODQw89NOkxj8eDvLw8e3zOnDlYsGABcnNz4fP5cNFFF6GiogJHHXUUAGD69OkYP348vvvd7+Kmm25CbW0trrzySsydO9dSES+44ALccccduPzyy3Huuefi73//Ox566CE88cQT9r4LFizA7NmzMXnyZEyZMgW33XYbWltbcc455wAA/H7/HscihBBi6CPBJoQQQuwFt956K1JTUzFr1ix0dnaisrISv/rVr+z5tLQ0PP7447jwwgtRUVEBj8eD2bNn49prr7VtysvL8cQTT2D+/Pm4/fbbUVpairvvvhuVlZW2zRlnnIGGhgYsWrQItbW1mDhxIp566qkkI5I9jUXsX0b+5Ik9brPlxhkHYCRCiM8yKYlEIjHQg/i8EIvF4Pf7EY1G4fP5Bno44nOEJhXi846+fz+afXFsPq/fMfvqc39ej58Qn3f6+/2rGjYhhBBCCCGEGKRIsAkhhBBCCCHEIEWCTQghhBBCCCEGKRJsQgghhBBCCDFIkWATQgghhBBCiEGKBJsQQgghhBBCDFIk2IQQQgghhBBikKLG2UIIIYQQQgixE4OlR6IEmxBCCCHETvRnoiaEEAcCpUQKIYQQQgghxCBFgk0IIYQQQgghBilKiRRCCCGEGOTsKUXzQNTRCCEGBkXYhBBCCCGEEGKQIsEmhBBCCCGEEIMUCTYhhBBCCCGEGKSohk0IIYQQYogzWPpFCSH2PYqwCSGEEEIIIcQgRYJNCCGEEEIIIQYpSokUQgghhNhP9CdVUQghPg4JNiGEEEJ8rpCIEkIMJZQSKYQQQgghhBCDFAk2IYQQQgghhBikSLAJIYQQQgghxCBFNWxCCADq4SOEEEIIMRhRhE0IIYQQQgghBikSbEIIIYQQQggxSJFgE0IIIYQQQohBigSbEEIIIYQQQgxSJNiEEEIIIYQQYpAiwSaEEEIIIYQQg5QBFWxXX301UlJSkv7Gjh1rz3d0dGDu3LnIy8uD1+vFrFmzUFdXl7SPqqoqzJgxA263G4WFhbjsssvQ09OTtM2KFStwxBFHIDMzE6NHj8bSpUt3Gcudd96JkSNHIisrC1OnTsVLL72U9Hx/xiKEEEIIIYQQ+5IBj7AdcsghqKmpsb/nn3/enps/fz4ee+wxPPzww1i5ciWqq6tx2mmn2fO9vb2YMWMGurq6sGrVKtx3331YunQpFi1aZNts3rwZM2bMwPHHH4+1a9fikksuwXnnnYenn37atnnwwQexYMECXHXVVXj11VcxYcIEVFZWor6+vt9jEUIIIYQQQoh9zYALtvT0dIRCIfvLz88HAESjUdxzzz245ZZb8NWvfhWTJk3Cvffei1WrVuGFF14AADzzzDN455138Ic//AETJ07EySefjOuuuw533nknurq6AABLlixBeXk5br75ZowbNw7z5s3D6aefjltvvdXGcMstt+D888/HOeecg/Hjx2PJkiVwu9343e9+1++xCCGEEEIIIcS+ZsAF24YNG1BSUoJRo0bhrLPOQlVVFQBgzZo16O7uxrRp02zbsWPHYvjw4Vi9ejUAYPXq1TjssMNQVFRk21RWViIWi+Htt9+2bZz74DbcR1dXF9asWZO0TWpqKqZNm2bb9Gcsu6OzsxOxWCzpTwghhBBCCCH6y4AKtqlTp2Lp0qV46qmncNddd2Hz5s348pe/jHg8jtraWrhcLgQCgaTXFBUVoba2FgBQW1ubJNb4PJ/7uG1isRja29vR2NiI3t7e3W7j3MeexrI7Fi9eDL/fb39lZWX9OzBCCCGEEEIIASB9IN/85JNPtv8//PDDMXXqVIwYMQIPPfQQsrOzB3Bk+4aFCxdiwYIF9u9YLCbRJoQQQgghhOg3AyrYdiYQCOALX/gC3n//fZx44ono6upCJBJJimzV1dUhFAoBAEKh0C5ujnRudG6zs5tjXV0dfD4fsrOzkZaWhrS0tN1u49zHnsayOzIzM5GZmbl3B0EIIYQQYj8w8idP7HGbLTfOOAAjEULsDQNew+akpaUFGzduRHFxMSZNmoSMjAwsX77cnl+/fj2qqqpQUVEBAKioqMCbb76Z5Oa4bNky+Hw+jB8/3rZx7oPbcB8ulwuTJk1K2qavrw/Lly+3bfozFiGEEEIIIYTY1wxohO3SSy/FqaeeihEjRqC6uhpXXXUV0tLScOaZZ8Lv92POnDlYsGABcnNz4fP5cNFFF6GiogJHHXUUAGD69OkYP348vvvd7+Kmm25CbW0trrzySsydO9ciWxdccAHuuOMOXH755Tj33HPx97//HQ899BCeeOLDVaYFCxZg9uzZmDx5MqZMmYLbbrsNra2tOOeccwCgX2MRQgghhBBCiH3NgAq2bdu24cwzz0Q4HEZBQQGOOeYYvPDCCygoKAAA3HrrrUhNTcWsWbPQ2dmJyspK/OpXv7LXp6Wl4fHHH8eFF16IiooKeDwezJ49G9dee61tU15ejieeePG2kPAAAEZ5SURBVALz58/H7bffjtLSUtx9992orKy0bc444ww0NDRg0aJFqK2txcSJE/HUU08lGZHsaSxCCCGE2L8opU8I8XkkJZFIJAZ6EJ8XYrEY/H4/otEofD7fQA9HfI7ozySnP2giJIYq+v79aPbFsTlQQmpffZeJj0bf80J8yP7+buvv9++gMh0RQgghhBADhxb4hBh8DCrTESGEEEIIIYQQHyLBJoQQQgghhBCDFAk2IYQQQgghhBikSLAJIYQQQgghxCBFgk0IIYQQQgghBikSbEIIIYQQQggxSJGtvxBCCCEGHPVYE0KI3aMImxBCCCGEEEIMUiTYhBBCCCGEEGKQIsEmhBBCCCGEEIOUTyXYOjo69tU4hBBCiH2CfpuEEEJ8lthrwdbX14frrrsOw4YNg9frxaZNmwAA//Ef/4F77rlnnw9QCCGE2BP6bRJCCPFZZa9dIq+//nrcd999uOmmm3D++efb44ceeihuu+02zJkzZ58OUAghhNgTe/pt+uY3vzmAoxOAXCCFEOKTstcRtt///vf4zW9+g7POOgtpaWn2+IQJE7Bu3bp9OjghhBCiP+i3SQghxGeVvRZs27dvx+jRo3d5vK+vD93d3ftkUEIIIcTeoN8mIYQQn1X2OiVy/Pjx+Oc//4kRI0YkPf7nP/8ZX/ziF/fZwIQQQoj+ot8mIQYX/UmB3XLjjAMwEiF2z1BK095rwbZo0SLMnj0b27dvR19fH/7yl79g/fr1+P3vf4/HH398f4xRCCGE+Fj02ySEEOKzyl6nRH7jG9/AY489hmeffRYejweLFi3Cu+++i8ceewwnnnji/hijEEII8bHot0kIIcRnlb2OsAHAl7/8ZSxbtmxfj0UIIYT4xOi3SQghxGeRT9U4WwghhBBCCCHE/qNfEbZgMIiUlJR+7bCpqelTDUgIIYToD3vz27Rly5b9OxghhBBiP9EvwXbbbbfZ/4fDYVx//fWorKxERUUFAGD16tV4+umn8R//8R/7ZZBCCCHEzui3SQghxOeBfqVEzp492/7+9a9/4dprr8UDDzyAiy++GBdffDEeeOABXHvttVi5cuX+Hq8QQggBYP/8Nt111104/PDD4fP54PP5UFFRgSeffNKe7+jowNy5c5GXlwev14tZs2ahrq4uaR9VVVWYMWMG3G43CgsLcdlll6GnpydpmxUrVuCII45AZmYmRo8ejaVLl+4yljvvvBMjR45EVlYWpk6dipdeeinp+f6MRQghxNBnr2vYnn76aZx00km7PH7SSSfh2Wef3SeDEkIIIfaGffXbVFpaihtvvBFr1qzBK6+8gq9+9av4xje+gbfffhsAMH/+fDz22GN4+OGHsXLlSlRXV+O0006z1/f29mLGjBno6urCqlWrcN9992Hp0qVYtGiRbbN582bMmDEDxx9/PNauXYtLLrkE5513Hp5++mnb5sEHH8SCBQtw1VVX4dVXX8WECRNQWVmJ+vp622ZPYxFCCPHZYK8FW15eHh599NFdHn/00UeRl5e3TwYlhBBC7A376rfp1FNPxSmnnIKDDz4YX/jCF3DDDTfA6/XihRdeQDQaxT333INbbrkFX/3qVzFp0iTce++9WLVqFV544QUAwDPPPIN33nkHf/jDHzBx4kScfPLJuO6663DnnXeiq6sLALBkyRKUl5fj5ptvxrhx4zBv3jycfvrpuPXWW20ct9xyC84//3ycc845GD9+PJYsWQK3243f/e53ANCvsQghhPhssNe2/tdccw3OO+88rFixAlOnTgUAvPjii3jqqafw29/+dp8PUAghhNgT++O3qbe3Fw8//DBaW1tRUVGBNWvWoLu7G9OmTbNtxo4di+HDh2P16tU46qijsHr1ahx22GEoKiqybSorK3HhhRfi7bffxhe/+EWsXr06aR/c5pJLLgEAdHV1Yc2aNVi4cKE9n5qaimnTpmH16tUA0K+xfBSdnZ3o7Oy0f8disU90fIT4tIz8yRN73GbLjTMOwEiEGNzsdYTt7LPPxr/+9S/4fD785S9/wV/+8hf4fD48//zzOPvss/fDEIUQQoiPZ1/+Nr355pvwer3IzMzEBRdcgEceeQTjx49HbW0tXC4XAoFA0vZFRUWora0FANTW1iaJNT7P5z5um1gshvb2djQ2NqK3t3e32zj3saexfBSLFy+G3++3v7Kysj0fFCGEEAPGJ2qcPXXqVPzxj3/c12MRQgghPjH76rdpzJgxWLt2LaLRKP785z9j9uzZnylTrYULF2LBggX271gsJtEmhjSK1InPOnst2Kqqqj72+eHDh3/iwQghhBCfhD39Nu0cifo4XC4XRo8eDQCYNGkSXn75Zdx+++0444wz0NXVhUgkkrS/uro6hEIhAEAoFNrFzZHOjc5tdnZzrKurg8/nQ3Z2NtLS0pCWlrbbbZz72NNYPorMzExkZmb282gIIYQYaPZasI0cOfJjG5X29vZ+qgEJIYQQe8uefpuam5s/8b77+vrQ2dmJSZMmISMjA8uXL8esWbMAAOvXr0dVVZX1fquoqMANN9yA+vp6FBYWAgCWLVsGn8+H8ePH2zZ/+9vfkt5j2bJltg+Xy4VJkyZh+fLlmDlzpo1h+fLlmDdvHgD0ayxCCCE+G+y1YHvttdeS/t3d3Y3XXnsNt9xyC2644YZ9NjAhhBCiv+yr36aFCxfi5JNPxvDhwxGPx3H//fdjxYoVePrpp+H3+zFnzhwsWLAAubm58Pl8uOiii1BRUWEmH9OnT8f48ePx3e9+FzfddBNqa2tx5ZVXYu7cuRbVuuCCC3DHHXfg8ssvx7nnnou///3veOihh/DEEx+mdS1YsACzZ8/G5MmTMWXKFNx2221obW3FOeecAwD9GosQQojPBnst2CZMmLDLY5MnT0ZJSQl+/vOfqweMEEKIA86efpt2dmX8KOrr6/G9730PNTU18Pv9OPzww/H000/jxBNPBADceuutSE1NxaxZs9DZ2YnKykr86le/stenpaXh8ccfx4UXXoiKigp4PB7Mnj0b1157rW1TXl6OJ554AvPnz8ftt9+O0tJS3H333aisrLRtzjjjDDQ0NGDRokWora3FxIkT8dRTTyUZkexpLEIIIT4bpCQSicS+2NH777+PCRMmoLW1dV/s7jNJLBaD3+9HNBqFz+cb6OGIzxH9KcjuDyraFkMN/jZRgOn7d1f2xW/TvvqOEWJn+vO7I9MR8UkYDHOj/n7/7nWEbed+LYlEAjU1Nbj66qtx8MEH7/1IhRBCiE+JfpuEEEJ8VtlrwRYIBHYp7E4kEigrK8Of/vSnfTYwIYQQor/ot0kIIcRnlb0WbP/4xz+S/p2amoqCggKMHj0a6emfqK2bEEII8anY02/TzhE4IYQQYqiw1worJSUFX/rSl3YRZz09PXjuuefwla98ZZ8NTgghhOgPe/ptmjhx4sAMTAghhPiUpO7tC44//ng0NTXt8ng0GsXxxx+/TwYlhBBC7A36bRJCCPFZZa8FWyKR2G1z0nA4DI/Hs08GJYQQQuwN+m0SQgjxWaXfKZHsr5aSkoKzzz7bGoACQG9vL9544w186Uv/v717j4uyzv///wQU8MTgIU4rKq2lkafCJOycJJkdTNvVssTzamApmUlrWtmG2UlLiq1MaldN7Za1aVmEip+SNFHy0MJ2oKX9ysFSQVFA4Pr94Y8rR1FmcGBm8HG/3eZ2Y67rPdf19LrVvHhxXdf7Guj4hAAAnAW1CQDQ3Nl8hs1ischiscgwDLVr1858b7FYFBQUpMmTJ+uf//xng4MsWLBAHh4emj59urmsvLxccXFx6tixo9q2basRI0aoqKjI6nP5+fkaOnSoWrdurYCAAD366KOqqqqyGrN582ZdeeWV8vHxUffu3ZWamnrG/pOTk9WtWzf5+voqMjJS27dvt1pvSxYAQNNq7NoEAICz2XyGbdmyZZKkbt26aebMmQ69xOSbb77R3//+d/Xp08dq+YwZM7R+/XqtWbNGFotF8fHxGj58uL766itJJ/96OnToUAUFBWnr1q0qKCjQmDFj1LJlSz377LOSpLy8PA0dOlRTpkzR8uXLlZ6erokTJyo4OFgxMTGSpFWrVikhIUEpKSmKjIzUokWLFBMTo9zcXAUEBNiUBQDQ9GytTcwSCQBwV3bfwzZv3jyHNmtHjx7V6NGj9eabb6p9+/bm8pKSEi1dulQvvfSSbr75ZkVERGjZsmXaunWrvv76a0nS559/ru+++07//Oc/1a9fPw0ZMkTz589XcnKyKisrJUkpKSkKCwvTiy++qMsuu0zx8fG655579PLLL5v7eumllzRp0iSNGzdO4eHhSklJUevWrfX222/bnAUA4DyOrk0AALgKm86wXXnllUpPT1f79u11xRVX1Hljd62dO3faFSAuLk5Dhw5VdHS0nnnmGXN5VlaWTpw4oejoaHNZz5491aVLF2VmZurqq69WZmamevfurcDAQHNMTEyMpk6dqn379umKK65QZmam1TZqx9ReellZWamsrCwlJiaa6z09PRUdHa3MzEybs9SloqJCFRUV5nv+wgsAjmNPbdq8eXPTBQMAwIFsatjuuusu80buYcOGOWzn7733nnbu3KlvvvnmjHWFhYXy9vaWv7+/1fLAwEAVFhaaY05t1mrX164715jS0lIdP35chw4dUnV1dZ1jcnJybM5Sl6SkJD311FNnXQ8AaLjGqk0AALgSmxq2efPm1fnz+fjll1/08MMPKy0tTb6+vg7ZpqtJTExUQkKC+b60tFShoaFOTAQAzYc9tYkrHAAA7srmSUdOV1lZqeLiYtXU1Fgt79Kli02fz8rKUnFxsa688kpzWXV1tbZs2aIlS5bos88+U2VlpQ4fPmx1ZquoqEhBQUGSpKCgoDNmc6ydufHUMafP5lhUVCQ/Pz+1atVKXl5e8vLyqnPMqduoL0tdfHx8rKaYBgA0rrPVptOvkAAANF/dZq93dgSHsnvSkf/85z+67rrr1KpVK3Xt2lVhYWEKCwtTt27dFBYWZvN2Bg0apD179ig7O9t89e/fX6NHjzZ/btmypdLT083P5ObmKj8/X1FRUZKkqKgo7dmzR8XFxeaYtLQ0+fn5KTw83Bxz6jZqx9Ruw9vbWxEREVZjampqlJ6ebo6JiIioNwsAwHkcVZsAAHA1dp9hGzdunFq0aKF169YpODj4nDd5n0u7du3Uq1cvq2Vt2rRRx44dzeUTJkxQQkKCOnToID8/P02bNk1RUVHmJB+DBw9WeHi4HnjgAS1cuFCFhYWaM2eO4uLizDNbU6ZM0ZIlSzRr1iyNHz9eGzdu1OrVq7V+/e+dd0JCgmJjY9W/f38NGDBAixYtUllZmcaNGyfp5HN+6ssCAHAeR9UmAABcjd0NW3Z2trKystSzZ8/GyGPl5Zdflqenp0aMGKGKigrFxMTotddeM9d7eXlp3bp1mjp1qqKiotSmTRvFxsbq6aefNseEhYVp/fr1mjFjhhYvXqzOnTvrrbfeMp/BJkkjR47UgQMHNHfuXBUWFqpfv37asGGD1UQk9WUBADhPfbWJe9gAAO7K7oYtPDxcv/76a2NkOWPaZV9fXyUnJys5Ofmsn+natas++eSTc273xhtv1K5du845Jj4+XvHx8Wddb0sWAIBzNGZtAgDAmey+h+25557TrFmztHnzZv32228qLS21egEA0NSoTQCA5sruM2y1D48eNGiQ1XLDMOTh4aHq6mrHJAMAwEb11aZDhw45IxYAAOfN7oZt06ZNjZEDAIAGozYBAJoruxu2G264oTFyAADQYPXVJi6LBAC4K7sbtt27d9e53MPDQ76+vurSpQsPiwYANKn6ahMPzgYAuCu7G7Z+/fqd8/k2LVu21MiRI/X3v/9dvr6+5xUOAABb2FKbJKm8vFx+fn5NFQsAgPNmd8O2du1aPfbYY3r00Uc1YMAASdL27dv14osvat68eaqqqtLs2bM1Z84cvfDCCw4PDADA6eqrTUeOHNGkSZM0f/58vfrqq05OCwBoqG6z1zs7QpOzu2H729/+psWLF1s9eLp3797q3LmznnjiCW3fvl1t2rTRI488QsMGAGgS9dWmL774QpMmTdK6deto2AAAbsXuhm3Pnj3q2rXrGcu7du2qPXv2SDp5aUpBQcH5pwNQrwvxL03A6WypTZJUVFTUlLEAADhvdjdsPXv21IIFC/TGG2/I29tbknTixAktWLBAPXv2lCT9v//3/xQYGOjYpAAAnIUttUmSLrroImdFBNAA/FESaEDDlpycrDvvvFOdO3dWnz59JJ38y2Z1dbXWrVsnSfrpp5/04IMPOjYpAABnYUttkqSJEyc6KyIAJ7Kl8ft5wdAmSALYz+6GbeDAgcrLy9Py5cv1n//8R5L0pz/9Sffdd5/atWsnSXrggQccmxIAgHOorzbVPoft4YcfdmZMAHAYd2xCOWPaMHY3bJLUrl07TZkyxdFZAABoMGoTAKA5alDDJknfffed8vPzVVlZabX8zjvvPO9QAAA0xNlq04033uicQAAAnCe7G7affvpJd999t/bs2SMPDw8ZhiFJ5gNLq6urHZsQAIB61FebDh065Mx4AAA0mKe9H3j44YcVFham4uJitW7dWvv27dOWLVvUv39/bd68uREiAgBwbtQmAEBzZfcZtszMTG3cuFGdOnWSp6enPD09de211yopKUkPPfSQdu3a1Rg5AQA4q/pqU0ZGhrMjAgDQIHafYauurjZng+zUqZP2798v6eTDSXNzcx2bDgAAG1CbAADNld1n2Hr16qVvv/1WYWFhioyM1MKFC+Xt7a033nhDF198cWNkBADgnKhNAIDmyu6Gbc6cOSorK5MkPf3007r99tt13XXXqWPHjlq1apXDAwIAUB9qE4DzVd8zwlztmWauhmesNR67G7aYmBjz5+7duysnJ0cHDx5U+/btzdm4AABoSvXVptoHZwMArLnjA7gvNA1+DtupOnTo4IjNAADgMNQmAEBzYHPDNn78eJvGvf322w0OAwCAPWytTYsWLWrcIAAANBKbG7bU1FR17dpVV1xxhflAUgAAnInaBKA54n4wnMrmhm3q1KlauXKl8vLyNG7cON1///1cbgIAcCpbaxP3sAE4X9zrBWex+TlsycnJKigo0KxZs/Txxx8rNDRUf/7zn/XZZ5/xV00AgFNQmwAAzZ1dk474+Pjo3nvv1b333qv//ve/Sk1N1YMPPqiqqirt27dPbdu2baycAADUidoEwJ244+WO7pi5ObH5DNsZH/T0lIeHhwzDUHV1tSMzAQDQINQmAEBzY1fDVlFRoZUrV+qWW27RpZdeqj179mjJkiXKz8/nL5gAAKegNgEAmjObL4l88MEH9d577yk0NFTjx4/XypUr1alTp8bMBgDAOVGbAADNnc0NW0pKirp06aKLL75YGRkZysjIqHPcBx984LBwAACci621KTU1tWmDAQDgIDY3bGPGjJGHh0djZgEAwC7UJgBAc2fXg7MBAHAlttYmnsMGAHBXDZ4lEgAAAADQuGjYAAAAAMBF2fXgbAAXNlsenPnzgqFNkAQAAODCQMMGAAAAOIAtf9gE7GX3JZFbtmxRVVXVGcurqqq0ZcsWh4QCAMAe1CYAQHNld8N200036eDBg2csLykp0U033eSQUAAA2IPaBABoruxu2AzDqPOZN7/99pvatGnjkFAAANiD2gQAaK5svodt+PDhkiQPDw+NHTtWPj4+5rrq6mrt3r1bAwcOdHxCAADOgtoEAGjubD7DZrFYZLFYZBiG2rVrZ763WCwKCgrS5MmT9c9//tOunb/++uvq06eP/Pz85Ofnp6ioKH366afm+vLycsXFxaljx45q27atRowYoaKiIqtt5Ofna+jQoWrdurUCAgL06KOPnnEfw+bNm3XllVfKx8dH3bt3r/NBq8nJyerWrZt8fX0VGRmp7du3W623JQsAoGk1Rm0CAMCV2HyGbdmyZZKkbt26aebMmQ65xKRz585asGCBLrnkEhmGoXfeeUd33XWXdu3apcsvv1wzZszQ+vXrtWbNGlksFsXHx2v48OH66quvJJ386+nQoUMVFBSkrVu3qqCgQGPGjFHLli317LPPSpLy8vI0dOhQTZkyRcuXL1d6eromTpyo4OBgxcTESJJWrVqlhIQEpaSkKDIyUosWLVJMTIxyc3MVEBAgSfVmAQA0PVtrU2lpaVPGAgDAYTwMwzCcHeJUHTp00PPPP6977rlHF110kVasWKF77rlHkpSTk6PLLrtMmZmZuvrqq/Xpp5/q9ttv1/79+xUYGChJSklJ0WOPPaYDBw7I29tbjz32mNavX6+9e/ea+xg1apQOHz6sDRs2SJIiIyN11VVXacmSJZKkmpoahYaGatq0aZo9e7ZKSkrqzWKL0tJSWSwWlZSUyM/Pz2HHDBc2V5tCmOewwRXx/Xt2jjg2rvY9BABN5Xx+77H1+9fuSUeKior0wAMPKCQkRC1atJCXl5fVq6Gqq6v13nvvqaysTFFRUcrKytKJEycUHR1tjunZs6e6dOmizMxMSVJmZqZ69+5tNmuSFBMTo9LSUu3bt88cc+o2asfUbqOyslJZWVlWYzw9PRUdHW2OsSVLXSoqKlRaWmr1AgA4XmPVJgAAnM3uB2ePHTtW+fn5euKJJxQcHFznrFz22LNnj6KiolReXq62bdtq7dq1Cg8PV3Z2try9veXv7281PjAwUIWFhZKkwsJCq2atdn3tunONKS0t1fHjx3Xo0CFVV1fXOSYnJ8fcRn1Z6pKUlKSnnnrKtgMBAGgwR9cmAABchd0N25dffqn/+7//U79+/RwSoEePHsrOzlZJSYnef/99xcbGKiMjwyHbdrbExEQlJCSY70tLSxUaGurERADQPNVXm7jCAQDgruy+JDI0NFSOvO3N29tb3bt3V0REhJKSktS3b18tXrxYQUFBqqys1OHDh63GFxUVKSgoSJIUFBR0xkyNte/rG+Pn56dWrVqpU6dO8vLyqnPMqduoL0tdfHx8zBkwa18AAMdzVG1KSkrSVVddpXbt2ikgIEDDhg1Tbm6u1RhmMAYANCW7G7ZFixZp9uzZ+vnnnxshzskJPyoqKhQREaGWLVsqPT3dXJebm6v8/HxFRUVJkqKiorRnzx4VFxebY9LS0uTn56fw8HBzzKnbqB1Tuw1vb29FRERYjampqVF6ero5xpYsAADncVRtysjIUFxcnL7++mulpaXpxIkTGjx4sMrKyswxM2bM0Mcff6w1a9YoIyND+/fvN58HJ/0+g3FlZaW2bt2qd955R6mpqZo7d645pnYG45tuuknZ2dmaPn26Jk6cqM8++8wcUzuD8bx587Rz50717dtXMTExVjWvviwAAPdn9yyR7du317Fjx1RVVaXWrVurZcuWVusPHjxo87YSExM1ZMgQdenSRUeOHNGKFSv03HPP6bPPPtMtt9yiqVOn6pNPPlFqaqr8/Pw0bdo0SdLWrVslnSyK/fr1U0hIiBYuXKjCwkI98MADmjhxotW0/r169VJcXJzGjx+vjRs36qGHHtL69eutpvWPjY3V3//+dw0YMECLFi3S6tWrlZOTY97bVl8WWzBLGRqDq83OxiyRcIb6atPPP//coO/fAwcOKCAgQBkZGbr++uttmjX4QpzB2NW+hwCgqTTFLJF238O2aNGiBoc6XXFxscaMGaOCggJZLBb16dPHbNYk6eWXX5anp6dGjBihiooKxcTE6LXXXjM/7+XlpXXr1mnq1KmKiopSmzZtFBsbq6efftocExYWpvXr12vGjBlavHixOnfurLfeests1iRp5MiROnDggObOnavCwkL169dPGzZssJqIpL4sAADncWRtOlVJSYmkk4+ckeqfNfjqq68+6wzGU6dO1b59+3TFFVecdQbj6dOnS/p9BuPExERzvb0zGJ+tYauoqFBFRYX5nvv7AMC12d2wxcbGOmznS5cuPed6X19fJScnKzk5+axjunbtqk8++eSc27nxxhu1a9euc46Jj49XfHz8eWUBADhHfbWpIU1JTU2Npk+frmuuuUa9evWSZNuswcxgDABwJLvvYZOkH3/8UXPmzNG9995rXkv/6aefms8+AwCgqTm6NsXFxWnv3r167733HBnT6RITE1VSUmK+fvnlF2dHAgCcg90NW0ZGhnr37q1t27bpgw8+0NGjRyVJ3377rebNm+fwgAAA1MfRtSk+Pl7r1q3Tpk2b1LlzZ3M5MxgDAJqa3Q3b7Nmz9cwzzygtLU3e3t7m8ptvvllff/21Q8MBAGALR9UmwzAUHx+vtWvXauPGjQoLC7NazwzGAICmZvc9bHv27NGKFSvOWB4QEKBff/3VIaEAALCHo2pTXFycVqxYoY8++kjt2rUz7wWzWCxq1aqVLBaLJkyYoISEBHXo0MGcNTgqKsqc5GPw4MEKDw/XAw88YM5gPGfOHMXFxcnHx0eSNGXKFC1ZskSzZs0yZzBevXq11q//fbbFhIQExcbGqn///uYMxmVlZRo3bpyZqb4sAAD3Z3fD5u/vr4KCgjP+6rhr1y794Q9/cFgwAABs5aja9Prrr0s6OVnVqZYtW6axY8dKYgZjAEDTsvs5bDNnztS2bdu0Zs0aXXrppdq5c6eKioo0ZswYjRkzhvvYzoHnsKExuNrzj3gOG5yhvto0Y8YMvn/PguewAUDDNcVz2Oy+h+3ZZ59Vz549FRoaqqNHjyo8PFzXX3+9Bg4cqDlz5jQ4MAAADUVtAgA0V3ZfEunt7a0333xTTzzxhPbu3aujR4/qiiuu0CWXXNIY+QAAqBe1CQDQXNndsNXq0qWLunTp4sgsAACcF2oTAKC5salhS0hI0Pz589WmTRslJCScc+xLL73kkGAAAJyLPbXpySefbJpQAAA4mE0N265du3TixAnz57Px8PBwTCoAAOpBbQIAXAhsatg2bdpU588AADiLPbWptLS0seMAANAo7J4lEgAAAADQNGw6wzZ8+HCbN/jBBx80OAwAALaypzalpqY2XhAAABqRTWfYLBaL+fLz81N6erp27Nhhrs/KylJ6erosFkujBQUA4FTUJgDAhcCmM2zLli0zf37sscf05z//WSkpKfLy8pIkVVdX68EHHzznE7oBAHAkahMA4EJg9z1sb7/9tmbOnGkWREny8vJSQkKC3n77bYeGAwDAFtQmAEBzZXfDVlVVpZycnDOW5+TkqKamxiGhAACwB7UJANBc2XRJ5KnGjRunCRMm6Mcff9SAAQMkSdu2bdOCBQs0btw4hwcEAKA+1CYAQHNld8P2wgsvKCgoSC+++KIKCgokScHBwXr00Uf1yCOPODwgAAD1qa82lZWVOTkhAAANY3fD5unpqVmzZmnWrFnmg0i5oRsA4EzUJgBAc2V3w3YqiiEAwNVQmwAAzUmDGrb3339fq1evVn5+viorK63W7dy50yHBAACwx7lq0+bNm50TCgCA82T3LJGvvPKKxo0bp8DAQO3atUsDBgxQx44d9dNPP2nIkCGNkREAgHOiNgEAmiu7G7bXXntNb7zxhl599VV5e3tr1qxZSktL00MPPaSSkpLGyAgAwDlRmwAAzZXdDVt+fr4GDhwoSWrVqpWOHDkiSXrggQe0cuVKx6YDAMAG1CYAQHNl9z1sQUFBOnjwoLp27aouXbro66+/Vt++fZWXlyfDMBojI3DB6jZ7vbMjAG6B2gQAaK7sPsN2880361//+pekkw8qnTFjhm655RaNHDlSd999t8MDAgBQH2oTAKC5svsM2xtvvKGamhpJUlxcnDp27KitW7fqzjvv1F/+8heHBwQAoD711aby8nInJwQAoGHsatiqqqr07LPPavz48ercubMkadSoURo1alSjhAMAoD621CYaNgCAu7LrksgWLVpo4cKFqqqqaqw8AADYhdoEAGjO7L6HbdCgQcrIyGiMLAAANAi1CQDQXNl9D9uQIUM0e/Zs7dmzRxEREWrTpo3V+jvvvNNh4QAAsEV9tenGG290TjAAAM6T3Q3bgw8+KEl66aWXzljn4eGh6urq808FAIAd6qtNhw4daupIAAA4hN0NW+0sXAAAuIr6alNpaWkTJQEAwLHsvocNAAAAANA0bD7Ddvz4caWnp+v222+XJCUmJqqiosJc7+Xlpfnz58vX19fxKQEAqIOttQkAAHdlc8P2zjvvaP369WZRXLJkiS6//HK1atVKkpSTk6OQkBDNmDGjcZICAHAaW2vThAkTnBkTAIAGs/mSyOXLl2vy5MlWy1asWKFNmzZp06ZNev7557V69WqHBwQA4GyoTQCA5s7mhu2HH35Q7969zfe+vr7y9Pz94wMGDNB3333n2HQAAJwDtQkA0NzZfEnk4cOHre4LOHDggNX6mpoaq/UAADQ2ahMAoLmz+Qxb586dtXfv3rOu3717tzp37mzXzpOSknTVVVepXbt2CggI0LBhw5Sbm2s1pry8XHFxcerYsaPatm2rESNGqKioyGpMfn6+hg4dqtatWysgIECPPvqoqqqqrMZs3rxZV155pXx8fNS9e3elpqaekSc5OVndunWTr6+vIiMjtX37druzAACaTmPUJgAAXInNDdttt92muXPnqry8/Ix1x48f11NPPaWhQ4fatfOMjAzFxcXp66+/Vlpamk6cOKHBgwerrKzMHDNjxgx9/PHHWrNmjTIyMrR//34NHz7cXF9dXa2hQ4eqsrJSW7du1TvvvKPU1FTNnTvXHJOXl6ehQ4fqpptuUnZ2tqZPn66JEyfqs88+M8esWrVKCQkJmjdvnnbu3Km+ffsqJiZGxcXFNmcBADStxqhNAAC4Eg/DMAxbBhYVFalfv37y9vZWfHy8Lr30UklSbm6ulixZoqqqKu3atUuBgYENDnPgwAEFBAQoIyND119/vUpKSnTRRRdpxYoVuueeeySdnPHrsssuU2Zmpq6++mp9+umnuv3227V//35z3ykpKXrsscd04MABeXt767HHHtP69eut/go7atQoHT58WBs2bJAkRUZG6qqrrtKSJUsknbyMJjQ0VNOmTdPs2bNtylKf0tJSWSwWlZSUyM/Pr8HHCReObrPXOzuC3X5ewC/HaDq21qZWrVrx/XsWjqhN7vhdBQCOcD6/99j6/WvzGbbAwEBt3bpVl112mWbPnq27775bd999txITExUeHq4vv/zyvJo1SSopKZEkdejQQZKUlZWlEydOKDo62hzTs2dPdenSRZmZmZKkzMxM9e7d22rfMTExKi0t1b59+8wxp26jdkztNiorK5WVlWU1xtPTU9HR0eYYW7KcrqKiQqWlpVYvAIDjNEVtAgDAmWyedESSwsLCtGHDBh08eFA//PCDJKl79+5mg3U+ampqNH36dF1zzTXq1auXJKmwsFDe3t7y9/e3GhsYGKjCwkJzzOnFuPZ9fWNKS0t1/PhxHTp0SNXV1XWOycnJsTnL6ZKSkvTUU0/ZeAQAAA3RmLUJAABns6thq9WhQwcNGDDAoUHi4uK0d+9effnllw7drjMlJiYqISHBfF9aWqrQ0FAnJgKA5qsxahMAAM7WoIbN0eLj47Vu3Tpt2bLFajavoKAgVVZW6vDhw1ZntoqKihQUFGSOOX02x9qZG08dc/psjkVFRfLz81OrVq3k5eUlLy+vOsecuo36spzOx8dHPj4+dhwJAAAAAPidUxs2wzA0bdo0rV27Vps3b1ZYWJjV+oiICLVs2VLp6ekaMWKEpJM3kufn5ysqKkqSFBUVpb/97W8qLi5WQECAJCktLU1+fn4KDw83x3zyySdW205LSzO34e3trYiICKWnp2vYsGGSTl6imZ6ervj4eJuzALBt8gEmJgEAALCNUxu2uLg4rVixQh999JHatWtn3gtmsVjMGb0mTJighIQEdejQQX5+fpo2bZqioqLMWRkHDx6s8PBwPfDAA1q4cKEKCws1Z84cxcXFmWe3pkyZoiVLlmjWrFkaP368Nm7cqNWrV2v9+t9/sUxISFBsbKz69++vAQMGaNGiRSorK9O4cePMTPVlAQAAAABHcmrD9vrrr0uSbrzxRqvly5Yt09ixYyVJL7/8sjw9PTVixAhVVFQoJiZGr732mjnWy8tL69at09SpUxUVFaU2bdooNjZWTz/9tDkmLCxM69ev14wZM7R48WJ17txZb731lmJiYswxI0eO1IEDBzR37lwVFhaqX79+2rBhg9VEJPVlAQAAAABHsvk5bDh/PIcN9mquzzbikkg0Nb5/z47nsAFAw7nUc9gAAAAAAE2Lhg0AAAAAXBQNGwAAAAC4KJd4DhuACwtT/wMAANiGhg1wIm7UBwAAwLlwSSQAAAAAuCjOsAFAE+FSUAAAYC/OsAEAAACAi6JhAwAAAAAXxSWRboZLqgAAAIALB2fYAAAAAMBFcYYNgEvibDIAAAANGy4wTdkE8Iw1wHY06AAA1I1LIgEAAADARXGGDYDb4qwMAABo7jjDBgAAAAAuioYNAAAAAFwUl0QCaNbqu2ySSyYBAIAro2EDcEFz1GyeNH7Nx5YtW/T8888rKytLBQUFWrt2rYYNG2auNwxD8+bN05tvvqnDhw/rmmuu0euvv65LLrnEHHPw4EFNmzZNH3/8sTw9PTVixAgtXrxYbdu2Ncfs3r1bcXFx+uabb3TRRRdp2rRpmjVrllWWNWvW6IknntDPP/+sSy65RM8995xuu+02u7IAANwbl0QCAHCKsrIy9e3bV8nJyXWuX7hwoV555RWlpKRo27ZtatOmjWJiYlReXm6OGT16tPbt26e0tDStW7dOW7Zs0eTJk831paWlGjx4sLp27aqsrCw9//zzevLJJ/XGG2+YY7Zu3ap7771XEyZM0K5duzRs2DANGzZMe/futSsLAMC9cYYNaACesQY0X0OGDNGQIUPqXGcYhhYtWqQ5c+borrvukiS9++67CgwM1IcffqhRo0bp3//+tzZs2KBvvvlG/fv3lyS9+uqruu222/TCCy8oJCREy5cvV2Vlpd5++215e3vr8ssvV3Z2tl566SWzsVu8eLFuvfVWPfroo5Kk+fPnKy0tTUuWLFFKSopNWQAA7o8zbAAA2CgvL0+FhYWKjo42l1ksFkVGRiozM1OSlJmZKX9/f7NZk6To6Gh5enpq27Zt5pjrr79e3t7e5piYmBjl5ubq0KFD5phT91M7pnY/tmSpS0VFhUpLS61eAADXRcMGAICNCgsLJUmBgYFWywMDA811hYWFCggIsFrfokULdejQwWpMXds4dR9nG3Pq+vqy1CUpKUkWi8V8hYaG1vOvBgA4E5dEAqfhcke4Oh4YjvORmJiohIQE831paSlNGwC4MBo2AHAhjvqDAU1d4wgKCpIkFRUVKTg42FxeVFSkfv36mWOKi4utPldVVaWDBw+anw8KClJRUZHVmNr39Y05dX19Weri4+MjHx8fm/69AADno2EDgAuUI5rDC63pCwsLU1BQkNLT082mqLS0VNu2bdPUqVMlSVFRUTp8+LCysrIUEREhSdq4caNqamoUGRlpjvnrX/+qEydOqGXLlpKktLQ09ejRQ+3btzfHpKena/r06eb+09LSFBUVZXMWAID74x42AABOcfToUWVnZys7O1vSyck9srOzlZ+fLw8PD02fPl3PPPOM/vWvf2nPnj0aM2aMQkJCzGe1XXbZZbr11ls1adIkbd++XV999ZXi4+M1atQohYSESJLuu+8+eXt7a8KECdq3b59WrVqlxYsXW12q+PDDD2vDhg168cUXlZOToyeffFI7duxQfHy8JNmUBQDg/jjD1gxxKRSAptIcv2927Nihm266yXxf20TFxsYqNTVVs2bNUllZmSZPnqzDhw/r2muv1YYNG+Tr62t+Zvny5YqPj9egQYPMB2e/8sor5nqLxaLPP/9ccXFxioiIUKdOnTR37lyrZ7UNHDhQK1as0Jw5c/T444/rkksu0YcffqhevXqZY2zJAgBwbx6GYRjODnGhKC0tlcViUUlJifz8/Bq0DUfd3+Juv0A5ChOKoLHY8v8U//2dn/P53nLE929z5Uq1CQDcTVPUJs6wXaBc6d4VmlAAAACgbtzDBgAAAAAuioYNAAAAAFwUl0SiUXFfAy4U/LcOAAAaAw0bGoxfUAEAAIDGxSWRAAAAAOCiaNgAAAAAwEXRsAEAAACAi6JhAwAAAAAXxaQjaDaYBAUAAADNDWfYAAAAAMBF0bABAAAAgIuiYQMAAAAAF+XUhm3Lli264447FBISIg8PD3344YdW6w3D0Ny5cxUcHKxWrVopOjpa33//vdWYgwcPavTo0fLz85O/v78mTJigo0ePWo3ZvXu3rrvuOvn6+io0NFQLFy48I8uaNWvUs2dP+fr6qnfv3vrkk0/szgIAAAAAjuTUhq2srEx9+/ZVcnJynesXLlyoV155RSkpKdq2bZvatGmjmJgYlZeXm2NGjx6tffv2KS0tTevWrdOWLVs0efJkc31paakGDx6srl27KisrS88//7yefPJJvfHGG+aYrVu36t5779WECRO0a9cuDRs2TMOGDdPevXvtygIAAAAAjuRhGIbh7BCS5OHhobVr12rYsGGSTp7RCgkJ0SOPPKKZM2dKkkpKShQYGKjU1FSNGjVK//73vxUeHq5vvvlG/fv3lyRt2LBBt912m/73v/8pJCREr7/+uv7617+qsLBQ3t7ekqTZs2frww8/VE5OjiRp5MiRKisr07p168w8V199tfr166eUlBSbstSloqJCFRUV5vvS0lKFhoaqpKREfn5+DTpOzIQI4EL184KhDf5saWmpLBbLeX3/NleOODbUJgAXqqaoTS57D1teXp4KCwsVHR1tLrNYLIqMjFRmZqYkKTMzU/7+/mazJknR0dHy9PTUtm3bzDHXX3+92axJUkxMjHJzc3Xo0CFzzKn7qR1Tux9bstQlKSlJFovFfIWGhjb0cAAAAAC4ALlsw1ZYWChJCgwMtFoeGBhorissLFRAQIDV+hYtWqhDhw5WY+raxqn7ONuYU9fXl6UuiYmJKikpMV+//PJLPf9qAAAAAPgdD85uRD4+PvLx8XF2DAAAAABuymXPsAUFBUmSioqKrJYXFRWZ64KCglRcXGy1vqqqSgcPHrQaU9c2Tt3H2cacur6+LAAAAADgaC7bsIWFhSkoKEjp6enmstLSUm3btk1RUVGSpKioKB0+fFhZWVnmmI0bN6qmpkaRkZHmmC1btujEiRPmmLS0NPXo0UPt27c3x5y6n9oxtfuxJQsAAAAAOJpTG7ajR48qOztb2dnZkk5O7pGdna38/Hx5eHho+vTpeuaZZ/Svf/1Le/bs0ZgxYxQSEmLOJHnZZZfp1ltv1aRJk7R9+3Z99dVXio+P16hRoxQSEiJJuu++++Tt7a0JEyZo3759WrVqlRYvXqyEhAQzx8MPP6wNGzboxRdfVE5Ojp588knt2LFD8fHxkmRTFgAAAABwNKfew7Zjxw7ddNNN5vvaJio2NlapqamaNWuWysrKNHnyZB0+fFjXXnutNmzYIF9fX/Mzy5cvV3x8vAYNGiRPT0+NGDFCr7zyirneYrHo888/V1xcnCIiItSpUyfNnTvX6lltAwcO1IoVKzRnzhw9/vjjuuSSS/Thhx+qV69e5hhbsgAAAACAI7nMc9guBDzrBgAajuewNQ5qEwA03AX9HDYAAAAAuNDRsAEAAACAi6JhAwAAAAAXRcMGAAAAAC6Khg0AAAAAXBQNGwAAAAC4KBo2AAAAAHBRNGwAAAAA4KJo2AAAAADARdGwAQAAAICLomEDAAAAABdFwwYAAAAALoqGDQAAAABcFA0bAAAAALgoGjYAAAAAcFE0bAAAAADgomjYAAAAAMBF0bABAAAAgIuiYQMAAAAAF0XDBgAAAAAuioYNAAAAAFwUDRsAAAAAuCgaNgAAAABwUTRsAAAAAOCiaNgAAAAAwEXRsAEAAACAi6JhAwAAAAAXRcMGAAAAAC6Khg0AAAAAXBQNGwAAAAC4KBo2AAAAAHBRNGwAAAAA4KJo2AAAAADARdGwAQAAAICLomEDAAAAABdFwwYAAAAALoqGDQAAAABcFA0bAAAAALgoGjYAAAAAcFE0bAAAAADgomjYAAAAAMBF0bDZKTk5Wd26dZOvr68iIyO1fft2Z0cCAFzgqE0A0HzRsNlh1apVSkhI0Lx587Rz50717dtXMTExKi4udnY0AMAFitoEAM0bDZsdXnrpJU2aNEnjxo1TeHi4UlJS1Lp1a7399tvOjgYAuEBRmwCgeWvh7ADuorKyUllZWUpMTDSXeXp6Kjo6WpmZmXV+pqKiQhUVFeb7kpISSVJpaWmDc9RUHGvwZwHAnZ3Pd2ftZw3DcFQcl0BtAgDnaoraRMNmo19//VXV1dUKDAy0Wh4YGKicnJw6P5OUlKSnnnrqjOWhoaGNkhEAmjPLovPfxpEjR2SxWM5/Qy6C2gQAztUUtYmGrRElJiYqISHBfF9TU6ODBw+qY8eO8vDwOO/tl5aWKjQ0VL/88ov8/PzOe3tNwd0yu1teyf0yu1teyf0yu1teyfGZDcPQkSNHFBIS4oB07o3adCZ3y+xueSX3y0zexudumRsjr621iYbNRp06dZKXl5eKioqslhcVFSkoKKjOz/j4+MjHx8dqmb+/v8Oz+fn5ucV/6Kdyt8zulldyv8zulldyv8zulldybObmdGatFrXJsdwts7vlldwvM3kbn7tldnReW2oTk47YyNvbWxEREUpPTzeX1dTUKD09XVFRUU5MBgC4UFGbAKD54wybHRISEhQbG6v+/ftrwIABWrRokcrKyjRu3DhnRwMAXKCoTQDQvNGw2WHkyJE6cOCA5s6dq8LCQvXr108bNmw442bvpuLj46N58+adcWmLK3O3zO6WV3K/zO6WV3K/zO6WV3LPzM5CbTp/7pbZ3fJK7peZvI3P3TI7M6+H0dzmOAYAAACAZoJ72AAAAADARdGwAQAAAICLomEDAAAAABdFwwYAAAAALoqGzY0lJyerW7du8vX1VWRkpLZv3+7sSGf15JNPysPDw+rVs2dPZ8cybdmyRXfccYdCQkLk4eGhDz/80Gq9YRiaO3eugoOD1apVK0VHR+v77793Ttj/X32Zx44de8Yxv/XWW50TVlJSUpKuuuoqtWvXTgEBARo2bJhyc3OtxpSXlysuLk4dO3ZU27ZtNWLEiDMeCOxKeW+88cYzjvGUKVOckleSXn/9dfXp08d8qGdUVJQ+/fRTc70rHV9b8rra8YVt3KU2uXpdktyvNlGXGp+71SZ3q0uSa9YmGjY3tWrVKiUkJGjevHnauXOn+vbtq5iYGBUXFzs72lldfvnlKigoMF9ffvmlsyOZysrK1LdvXyUnJ9e5fuHChXrllVeUkpKibdu2qU2bNoqJiVF5eXkTJ/1dfZkl6dZbb7U65itXrmzChNYyMjIUFxenr7/+WmlpaTpx4oQGDx6ssrIyc8yMGTP08ccfa82aNcrIyND+/fs1fPhwl80rSZMmTbI6xgsXLnRKXknq3LmzFixYoKysLO3YsUM333yz7rrrLu3bt0+Sax1fW/JKrnV8UT93q02uXJck96tN1CXXyCy5znenu9UlWzJLTji+BtzSgAEDjLi4OPN9dXW1ERISYiQlJTkx1dnNmzfP6Nu3r7Nj2ESSsXbtWvN9TU2NERQUZDz//PPmssOHDxs+Pj7GypUrnZDwTKdnNgzDiI2NNe666y6n5LFFcXGxIcnIyMgwDOPkMW3ZsqWxZs0ac8y///1vQ5KRmZnprJim0/MahmHccMMNxsMPP+y8UDZo37698dZbb7n88a1Vm9cw3OP4wpo71SZ3qkuG4X61ibrUNNyxNrlbXTIM59cmzrC5ocrKSmVlZSk6Otpc5unpqejoaGVmZjox2bl9//33CgkJ0cUXX6zRo0crPz/f2ZFskpeXp8LCQqvjbbFYFBkZ6dLHW5I2b96sgIAA9ejRQ1OnTtVvv/3m7EimkpISSVKHDh0kSVlZWTpx4oTVce7Zs6e6dOniEsf59Ly1li9frk6dOqlXr15KTEzUsWPHnBHvDNXV1XrvvfdUVlamqKgolz++p+et5arHF2dyx9rkrnVJct/aRF1yLHeqTe5WlyTXqU0tGnXraBS//vqrqqurFRgYaLU8MDBQOTk5Tkp1bpGRkUpNTVWPHj1UUFCgp556Stddd5327t2rdu3aOTveORUWFkpSnce7dp0ruvXWWzV8+HCFhYXpxx9/1OOPP64hQ4YoMzNTXl5eTs1WU1Oj6dOn65prrlGvXr0knTzO3t7e8vf3txrrCse5rrySdN9996lr164KCQnR7t279dhjjyk3N1cffPCB07Lu2bNHUVFRKi8vV9u2bbV27VqFh4crOzvbJY/v2fJKrnl8cXbuVpvcuS5J7lmbqEuO5S61yd3qkuR6tYmGDU1iyJAh5s99+vRRZGSkunbtqtWrV2vChAlOTNZ8jRo1yvy5d+/e6tOnj/74xz9q8+bNGjRokBOTSXFxcdq7d6/L3S9yNmfLO3nyZPPn3r17Kzg4WIMGDdKPP/6oP/7xj00dU5LUo0cPZWdnq6SkRO+//75iY2OVkZHhlCy2OFve8PBwlzy+aD6oS02PuuRY7lKb3K0uSa5Xm7gk0g116tRJXl5eZ8yiU1RUpKCgICelso+/v78uvfRS/fDDD86OUq/aY+rOx1uSLr74YnXq1Mnpxzw+Pl7r1q3Tpk2b1LlzZ3N5UFCQKisrdfjwYavxzj7OZ8tbl8jISEly6jH29vZW9+7dFRERoaSkJPXt21eLFy922eN7trx1cYXji7Nz99rkTnVJah61ibrUcO5Um9ytLkmuV5to2NyQt7e3IiIilJ6ebi6rqalRenq61fW1ruzo0aP68ccfFRwc7Owo9QoLC1NQUJDV8S4tLdW2bdvc5nhL0v/+9z/99ttvTjvmhmEoPj5ea9eu1caNGxUWFma1PiIiQi1btrQ6zrm5ucrPz3fKca4vb12ys7MlyaX+u66pqVFFRYXLHd+zqc1bF1c8vvidu9cmd6pLUvOoTdQl+zWH2uRudUlygdrUpFOcwGHee+89w8fHx0hNTTW+++47Y/LkyYa/v79RWFjo7Gh1euSRR4zNmzcbeXl5xldffWVER0cbnTp1MoqLi50dzTAMwzhy5Iixa9cuY9euXYYk46WXXjJ27dpl/Pe//zUMwzAWLFhg+Pv7Gx999JGxe/du46677jLCwsKM48ePu2TmI0eOGDNnzjQyMzONvLw844svvjCuvPJK45JLLjHKy8udknfq1KmGxWIxNm/ebBQUFJivY8eOmWOmTJlidOnSxdi4caOxY8cOIyoqyoiKinLJvD/88IPx9NNPGzt27DDy8vKMjz76yLj44ouN66+/3il5DcMwZs+ebWRkZBh5eXnG7t27jdmzZxseHh7G559/bhiGax3f+vK64vFF/dypNrl6XTIM96tN1CXnZ3a17053q0v1ZXbW8aVhc2Ovvvqq0aVLF8Pb29sYMGCA8fXXXzs70lmNHDnSCA4ONry9vY0//OEPxsiRI40ffvjB2bFMmzZtMiSd8YqNjTUM4+T0yU888YQRGBho+Pj4GIMGDTJyc3NdNvOxY8eMwYMHGxdddJHRsmVLo2vXrsakSZOc+ktTXVklGcuWLTPHHD9+3HjwwQeN9u3bG61btzbuvvtuo6CgwCXz5ufnG9dff73RoUMHw8fHx+jevbvx6KOPGiUlJU7JaxiGMX78eKNr166Gt7e3cdFFFxmDBg0yi6JhuNbxrS+vKx5f2MZdapOr1yXDcL/aRF1yfmZX++50t7pkGK5ZmzwMwzAcf94OAAAAAHC+uIcNAAAAAFwUDRsAAAAAuCgaNgAAAABwUTRsAAAAAOCiaNgAAAAAwEXRsAEAAACAi6JhAwAAAAAXRcMGAAAAAC6Khg2AJGns2LEaNmxYo+9n8+bN8vDw0OHDhxt9XwAA90ZtAmjYALeQmZkpLy8vDR061NlRzunGG2+Uh4eH+QoMDNSf/vQn/fe//zXHDBw4UAUFBbJYLE5MCgA4X9QmoGnQsAFuYOnSpZo2bZq2bNmi/fv3OzvOOU2aNEkFBQXav3+/PvroI/3yyy+6//77zfXe3t4KCgqSh4eHE1MCAM4XtQloGjRsgIs7evSoVq1apalTp2ro0KFKTU21Wl97GUd6err69++v1q1ba+DAgcrNzbUa98wzzyggIEDt2rXTxIkTNXv2bPXr1++s+62pqVFSUpLCwsLUqlUr9e3bV++//369eVu3bq2goCAFBwfr6quvVnx8vHbu3HlG3trLTlJTU+Xv76/PPvtMl112mdq2batbb71VBQUFVp8ZMGCA2rRpI39/f11zzTVWfxkFADQtahO1CU2Hhg1wcatXr1bPnj3Vo0cP3X///Xr77bdlGMYZ4/7617/qxRdf1I4dO9SiRQuNHz/eXLd8+XL97W9/03PPPaesrCx16dJFr7/++jn3m5SUpHfffVcpKSnat2+fZsyYofvvv18ZGRk2Zz948KBWr16tyMjIc447duyYXnjhBf3jH//Qli1blJ+fr5kzZ0qSqqqqNGzYMN1www3avXu3MjMzNXnyZP4KCgBORG2iNqEJGQBc2sCBA41FixYZhmEYJ06cMDp16mRs2rTJXL9p0yZDkvHFF1+Yy9avX29IMo4fP24YhmFERkYacXFxVtu95pprjL59+5rvY2NjjbvuusswDMMoLy83WrdubWzdutXqMxMmTDDuvffes2a94YYbjJYtWxpt2rQxWrdubUgyLr30UiMvL++MvIcOHTIMwzCWLVtmSDJ++OEHc0xycrIRGBhoGIZh/Pbbb4YkY/Pmzec+UACAJkNtojah6XCGDXBhubm52r59u+69915JUosWLTRy5EgtXbr0jLF9+vQxfw4ODpYkFRcXm9sZMGCA1fjT35/qhx9+0LFjx3TLLbeobdu25uvdd9/Vjz/+eM7Mo0ePVnZ2tr799lt9+eWX6t69uwYPHqwjR46c9TOtW7fWH//4R6v8tdk7dOigsWPHKiYmRnfccYcWL15sdUkKAKBpUZuoTWhaLZwdAMDZLV26VFVVVQoJCTGXGYYhHx8fLVmyxGo2q5YtW5o/116SUVNT06D9Hj16VJK0fv16/eEPf7Ba5+Pjc87PWiwWde/eXZLUvXt3LV26VMHBwVq1apUmTpxY52dOzV6b3zjl0pply5bpoYce0oYNG7Rq1SrNmTNHaWlpuvrqq+3+twEAzg+16SRqE5oKZ9gAF1VVVaV3331XL774orKzs83Xt99+q5CQEK1cudLmbfXo0UPffPON1bLT358qPDxcPj4+ys/PV/fu3a1eoaGhdv07vLy8JEnHjx+363Onu+KKK5SYmKitW7eqV69eWrFixXltDwBgP2qTNWoTmgJn2AAXtW7dOh06dEgTJkw447kwI0aM0NKlSzVlyhSbtjVt2jRNmjRJ/fv318CBA7Vq1Srt3r1bF198cZ3j27Vrp5kzZ2rGjBmqqanRtddeq5KSEn311Vfy8/NTbGzsWfd17NgxFRYWSpKKioo0f/58+fr6avDgwTb+y63l5eXpjTfe0J133qmQkBDl5ubq+++/15gxYxq0PQBAw1GbTqI2oSnRsAEuaunSpYqOjq7zIZ4jRozQwoULtXv3bpu2NXr0aP3000+aOXOmysvL9ec//1ljx47V9u3bz/qZ+fPn66KLLlJSUpJ++ukn+fv768orr9Tjjz9+zn29+eabevPNNyVJ7du3V58+ffTJJ5+oR48eNmU9XevWrZWTk6N33nlHv/32m4KDgxUXF6e//OUvDdoeAKDhqE0nUZvQlDwMo445WAE0e7fccouCgoL0j3/8w9lRAACQRG0C6sIZNuACcOzYMaWkpCgmJkZeXl5auXKlvvjiC6WlpTk7GgDgAkVtAmzDGTbgAnD8+HHdcccd2rVrl8rLy9WjRw/NmTNHw4cPd3Y0AMAFitoE2IaGDQAAAABcFNP6AwAAAICLomEDAAAAABdFwwYAAAAALoqGDQAAAABcFA0bAAAAALgoGjYAAAAAcFE0bAAAAADgomjYAAAAAMBF/X9/Wc7XhW4tCAAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1000x1000 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 主函数\n",
    "def main(image_path, bins):\n",
    "    image = load_image(image_path)\n",
    "    blocks = split_image_into_blocks(image)\n",
    "    histograms = [compute_histogram(block, bins) for block in blocks]\n",
    "    display_image_and_histograms(image, histograms, bins)\n",
    "\n",
    "# 设置直方图的bins数量并运行程序\n",
    "bins = 36\n",
    "main('./2.jpg', bins)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
